[Journal Article]
Combemale, Benoit; Gray, Jeff; Rumpe, Bernhard
ChatGPT in software modeling
Software and systems modeling, 3 Seiten (2023)
[DOI: 10.1007/s10270-023-01106-4]

[Contribution to a book, Contribution to a conference proceedings]
Büsing, Christina Maria Katharina; Gersing, Timo; Koster, Arie Marinus
Recycling Inequalities for Robust Combinatorial Optimization with Budget Uncertainty
Integer Programming and Combinatorial Optimization : 24th International Conference, IPCO 2023, Madison, WI, USA, June 21-23, 2023, Proceedings / edited by Alberto Del Pia, Volker Kaibel, 58-71 (2023)
[DOI: 10.1007/978-3-031-32726-1_5]

[Abstract]
Mohanathasan, Chinthusa; Ehret, Jonathan; Ermert, Cosima Antonia; Fels, Janina; Kuhlen, Torsten; Schlittmeier, Sabine Janina
Memory and Listening Effort in Conversations: The Role of Spatial Cues and Cognitive Functions
Tagung experimentell arbeitender PsychologInnen Trier 2023-03-26 - 2023-03-29 (2023)

[Book, Reference]
Brecher, Christian (Editor); Schuh, Günther (Editor); van der Aalst, Wil M. P. (Editor); Jarke, Matthias (Editor); Piller, Frank Thomas (Editor); Padberg, Melanie Sarah Katharina (Editor)
Internet of Production : Fundamentals, Applications and Proceedings
Interdisciplinary Excellence Accelerator Series : IDEAS (2023)
[DOI: 10.1007/978-3-030-98062-7]

[Contribution to a book]
Behery, Mohamed Anwar Abdellatif; Brauner, Philipp; Zhou, Hans Aoyang; Uysal, Merih Seran; Samsonov, Vladimir; Bellgardt, Martin; Brillowski, Florian Sascha; Brockhoff, Tobias; Farhang Ghahfarokhi, Anahita; Gleim, Lars Christoph; Gorißen, Leon Michel; Grochowski, Marco; Henn, Thomas; Iacomini, Elisa; Kaster, Thomas; Koren, István; Liebenberg, Martin Roland; Reinsch, Leon Niwes; Tirpitz, Liam; Trinh, Minh; Posada Moreno, Andres Felipe; Liehner, Gian Luca Valentin; Schemmer, Thomas; Vervier, Luisa Sophie; Völker, Marcus; Walderich, Philipp; Zhang, Song; Brecher, Christian; Schmitt, Robert H.; Decker, Stefan Josef; Gries, Thomas; Häfner, Constantin Leon; Herty, Michael; Jarke, Matthias; Kowalewski, Stefan; Kuhlen, Torsten; Schleifenbaum, Johannes Henrich; Trimpe, Johann Sebastian; van der Aalst, Wil M. P.; Ziefle, Martina; Lakemeyer, Gerhard
Actionable Artificial Intelligence for the Future of Production
Internet of Production : Fundamentals, Applications and Proceedings / Editors: Christian Brecher, Günther Schuh, Wil van der Aalst, Matthias Jarke, Frank T. Piller, Melanie Padberg, 1-46 (2023)
[DOI: 10.1007/978-3-030-98062-7_4-1]

[Contribution to a book]
Pennekamp, Jan; Belova, Anastasiia; Bergs, Thomas; Bodenbenner, Matthias Stefan; Bührig-Polaczek, Andreas; Dahlmanns, Markus; Kunze, Ike Sebastian; Kröger, Moritz; Geisler, Sandra; Henze, Martin; Lütticke, Daniel; Montavon, Benjamin Leendert; Niemietz, Philipp; Ortjohann, Lucia Christin; Rudack, Maximilian Markus; Schmitt, Robert H.; Vroomen, Uwe; Wehrle, Klaus; Zeng, Michael
Evolving the Digital Industrial Infrastructure for Production : Steps Taken and the Road Ahead
Internet of Production : Fundamentals, Applications and Proceedings / Editors: Christian Brecher, Günther Schuh, Wil van der Aalst, Matthias Jarke, Frank T. Piller, Melanie Padberg, 1-25 (2023)
[DOI: 10.1007/978-3-030-98062-7_2-1]

[Abstract, Contribution to a book, Contribution to a conference proceedings]
Derksen, Melanie; Weissker, Tim; Kuhlen, Torsten; Botsch, Mario
Towards Discovering Meaningful Historical Relationships in Virtual Reality
2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) : Shanghai, China, 25-29 March 2023, 697-698 (2023)
[DOI: 10.1109/VRW58643.2023.00191]

[Abstract, Contribution to a book, Contribution to a conference proceedings]
Weissker, Tim; Pieters, Leander; Kuhlen, Torsten
Enhanced Auditoriums for Attending Talks in Social Virtual Reality
Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems / Edited by Albrecht Schmidt, Kaisa Väänänen, Tesh Goyal, Per Ola Kristensson, Anicia Peters, 1-7 (2023)
[DOI: 10.1145/3544549.3585718]

[Contribution to a conference proceedings, Journal Article]
Weissker, Tim; Bimberg, Pauline; Gokhale, Aalok Shashidhar; Kuhlen, Torsten; Froehlich, Bernd
Gaining the High Ground: Teleportation to Mid-Air Targets in Immersive Virtual Environments
IEEE transactions on visualization and computer graphics : TVCG, 29, 5, 2467-2477 (2023)
[DOI: 10.1109/TVCG.2023.3247114]

[Contribution to a book, Contribution to a conference proceedings]
Raissi, Tina; Zhou, Wei; Berger, Simon; Schlüter, Ralf; Ney, Hermann
HMM vs. CTC for Automatic Speech Recognition : Comparison Based on Full-Sum Training from Scratch
2022 IEEE Spoken Language Technology Workshop (SLT) : [Proceedings] - IEEE, 2023. - ISBN 979-8-3503-9690-4 - doi:10.1109/SLT54892.2023.10022967 (2023)
[DOI: 10.1109/SLT54892.2023.10022967]

[Journal Article]
Feng, Shenghua; Chen, Mingshuai; Su, Han; Kaminski, Benjamin Lucien; Katoen, Joost-Pieter; Zhan, Naijun
Lower Bounds for Possibly Divergent Probabilistic Programs
Proceedings of the ACM on programming languages, 7, OOPSLA1, 99 (2023)
[DOI: 10.1145/3586051]

[Journal Article]
Peters, Philipp; Lemos, Martin; Bönsch, Andrea; Ooms, Mark; Ulbrich, Max; Rashad, Ashkan; Krause, Felix; Lipprandt, Myriam; Kuhlen, Torsten; Röhrig, Rainer; Hölzle, Frank; Puladi, Behrus
Effect of head-mounted displays on students’ acquisition of surgical suturing techniques compared to an e-learning and tutor-led course: A randomized controlled trial
International journal of surgery, Publish Ahead of Print, . (2023)
[DOI: 10.1097/JS9.0000000000000464]

[Contribution to a book, Contribution to a conference proceedings]
Klinger, Andreas Gabriel; Battermann, Felix; Meyer, Ulrike
Anonymous System for Fully Distributed and Robust Secure Multi-Party Computation
Proceedings of the Thirteenth ACM Conference on Data and Application Security and Privacy (2023)
[DOI: 10.1145/3577923.3583651]

[Contribution to a book, Contribution to a conference proceedings]
Klinger, Andreas Gabriel; Meyer, Ulrike
Privacy-Preserving Fully Online Matching with Deadlines
Proceedings of the Thirteenth ACM Conference on Data and Application Security and Privacy (2023)
[DOI: 10.1145/3577923.3583654]

[Contribution to a book, Contribution to a conference proceedings]
Theissen-Lipp, Johannes; Decker, Stefan; Curry, Edward
The First International Workshop on Semantics in Dataspaces
Companion Proceedings of the ACM Web Conference 2023, 1439 (2023)
[DOI: 10.1145/3543873.3589750]

[Contribution to a book, Contribution to a conference proceedings]
Theissen-Lipp, Johannes; Kocher, Max; Lange-Bever, Christoph; Decker, Stefan Josef; Paulus, Alexander; Pomp, André; Curry, Edward
Semantics in Dataspaces: Origin and Future Directions
Companion Proceedings of the ACM Web Conference 2023, 1504-1507 (2023)
[DOI: 10.1145/3543873.3587689]

[Contribution to a book, Contribution to a conference proceedings]
Mohanathasan, Chinthusa; Ehret, Jonathan; Ermert, Cosima Antonia; Fels, Janina; Kuhlen, Torsten; Schlittmeier, Sabine Janina
Towards More Realistic Listening Research in Virtual Environments: The Effect of Spatial Separation of Two Talkers in Conversations on Memory and Listening Effort
DAGA 2023 : 49. Jahrestagung für Akustik : 06. - 09. März 2023, Hamburg : Tagungsband, 1425-1428 (2023)
[DOI: 10.18154/RWTH-2023-05116]

[Bachelor Thesis]
Oraji, Yussur Mustafa; Schwitanski, Simon
Evaluating static analysis techniques to accelerate data race detection for MPI RMA
(2023)
[DOI: 10.18154/RWTH-2023-05106]

[Master Thesis]
Abdullah, Muhammad; Heinemann, Birte; Sokol, Volodymyr
Automated tasks and log generator for teaching AI
(2023)
[DOI: 10.18154/RWTH-2023-05088]

[Contribution to a conference proceedings]
Brocker, Anke; Borchers, Jan Oliver
Eight Challenges of Future Electronics Toolkits
CHI2023 Workshop [WS2] - Beyond Prototyping Boards: Future Paradigms for Electronics Toolkits CHI ’23 (2023)

[Abstract, Contribution to a book, Contribution to a conference proceedings]
Borchers, Jan; Brocker, Anke; Hueber, Sebastian; Nowak, Oliver; Schäfer, René; Wagner, Adrian; Preuschoff, Paul Miles; Schirp, Lea Emilia
The Aachen Lab Demo: From Fundamental Perception to Design Tools
Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems / Edited by Albrecht Schmidt, Kaisa Väänänen, Tesh Goyal, Per Ola Kristensson, Anicia Peters (2023)
[DOI: 10.1145/3544549.3583937]

[Abstract, Contribution to a book, Contribution to a conference proceedings]
Schäfer, René; Wagner, Tobias; Lavnikevich, Ulyana; Borchers, Jan
Enhancing Notification Awareness for Online Presenters via a Wrist-Worn Device
Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems / Edited by Albrecht Schmidt, Kaisa Väänänen, Tesh Goyal, Per Ola Kristensson, Anicia Peters (2023)
[DOI: 10.1145/3544549.3585855]

[Abstract, Contribution to a book, Contribution to a conference proceedings]
Brocker, Anke; Nedorubkova, Ekaterina; Voelker, Simon; Borchers, Jan
Exploring Shape Designs for Soft Robotics and Users’ Associations with Them
Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems / Edited by Albrecht Schmidt, Kaisa Väänänen, Tesh Goyal, Per Ola Kristensson, Anicia Peters (2023)
[DOI: 10.1145/3544549.3585606]

[Abstract, Contribution to a book, Contribution to a conference proceedings]
Wagner, Adrian; Preuschoff, Paul Miles; Wacker, Philipp; Voelker, Simon; Borchers, Jan
FabricFaces: Combining Textiles and 3D Printing for Maker-Friendly Folding-Based Assembly
Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems / Edited by Albrecht Schmidt, Kaisa Väänänen, Tesh Goyal, Per Ola Kristensson, Anicia Peters (2023)
[DOI: 10.1145/3544549.3585854]

[Master Thesis]
Povaliaiev, Dmytro; Liem, Radita Tapaning Hesti
Transfer learning workflow for I/O bandwidth prediction
(2023)
[DOI: 10.18154/RWTH-2023-05063]

[Journal Article]
Schuster, Daniel; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Cortado: A dedicated process mining tool for interactive process discovery
SoftwareX, 22, 101373 (2023)
[DOI: 10.1016/j.softx.2023.101373]

[Journal Article]
Rafiei, Majid; van der Aalst, Wil M. P.
An Abstraction-Based Approach for Privacy-Aware Federated Process Mining
IEEE access, 11, 33697-33714 (2023)
[DOI: 10.1109/ACCESS.2023.3263673]

[Contribution to a book, Contribution to a conference proceedings]
Batz, Kevin; Chen, Mingshuai; Junges, Sebastian; Kaminski, Benjamin Lucien; Katoen, Joost-Pieter; Matheja, Christoph
Probabilistic Program Verification via Inductive Synthesis of Inductive Invariants
Tools and Algorithms for the Construction and Analysis of Systems : 29th International Conference, TACAS 2023, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2022, Paris, France, April 22-27, 2023, Proceedings, Part II / edited by Sriram Sankaranarayanan, Natasha Sharygina (2023)
[DOI: 10.1007/978-3-031-30820-8_25]

[Contribution to a book]
Schuh, Günther; Gützlaff, Andreas; Rodemann, Niklas; Pütz, Sebastian; Linnartz, Maria; Kim, Soo-Yon; Schlosser, Tino Xaver; Schupp, Steffen; Endrikat, Morten; Welsing, Martin; Millan, Michael; Nitsch, Verena; Decker, Stefan Josef; Geisler, Sandra; Stich, Volker
Managing Growing Uncertainties in Long-Term Production Management
Internet of Production : Fundamentals, Applications and Proceedings / Editors: Christian Brecher, Günther Schuh, Wil van der Aalst, Matthias Jarke, Frank T. Piller, Melanie Padberg, 1-21 (2023)
[DOI: 10.1007/978-3-030-98062-7_15-1]

[Contribution to a book, Contribution to a conference proceedings]
Schäfer, René; Nowak, Oliver; Suchmann, Lovis Bero; Schröder, Sören; Borchers, Jan
What’s That Shape? Investigating Eyes-Free Recognition of Textile Icons
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems / Edited by Albrecht Schmidt, Kaisa Väänänen, Tesh Goyal, Per Ola Kristensson, Anicia Peters, Stefanie Mueller, Julie R. Williamson, Max L. Wilson (2023)
[DOI: 10.1145/3544548.3580920]

[Journal Article]
Brocker, Anke; Schäfer, René; Remy, Christian; Voelker, Simon; Borchers, Jan
Flowboard: How Seamless, Live, Flow-Based Programming Impacts Learning to Code for Embedded Electronics
ACM transactions on computer human interaction, 30, 1, 1-36 (2023)
[DOI: 10.1145/3533015]

[Contribution to a book, Contribution to a conference proceedings]
Ábrahám, Erika; Nalbach, Jasper; Promies, Valentin Maxim
Automated Exercise Generation for Satisfiability Checking
Formal methods teaching : 5th International Workshop, FMTea 2023, Lübeck, Germany, March 6, 2023 : proceedings / Catherine Dubois, Pierluigi San Pietro, editors, 1-16 (2023)
[DOI: 10.1007/978-3-031-27534-0_1]

[Journal Article]
Teubner, Timm; Flath, Christoph M.; Weinhardt, Christof; van der Aalst, Wil M. P.; Hinz, Oliver
Welcome to the Era of ChatGPT et al
Business & information systems engineering, 65, 2, 95-101 (2023)
[DOI: 10.1007/s12599-023-00795-x]

[Contribution to a book, Contribution to a conference proceedings]
Stolz, Tarek; Koren, István; Tirpitz, Liam; Geisler, Sandra
GALOIS: A Hybrid and Platform-Agnostic Stream Processing Architecture
[The International Workshop on Big Data in Emergent Distributed Environments, BiDEDE’23, 2023-06-18 - 2023-06-18, Seattle, USA] (2023)
[DOI: 10.1145/3579142.3594287]

[Contribution to a book]
Rüppel, Adrian Karl; Ay, Muzaffer; Biernat, Benedikt Markus Hubert; Kunze, Ike Sebastian; Landwehr, Markus; Mann, Samuel Micha; Pennekamp, Jan; Rabe, Pascal; Sanders, Mark Pascal; Scheurenberg, Dominik; Schiller, Sven; Xi, Tiandong; Abel, Dirk; Bergs, Thomas; Brecher, Christian; Reisgen, Uwe; Schmitt, Robert H.; Wehrle, Klaus
Model-based controlling approaches for manufacturing processes
Internet of Production : Fundamentals, Applications and Proceedings / Editors: Christian Brecher, Günther Schuh, Wil van der Aalst, Matthias Jarke, Frank T. Piller, Melanie Padberg, 1-26 (2023)
[DOI: 10.1007/978-3-030-98062-7_7-1]

[Book, Proceedings]
Klein, Cornel; Jarke, Matthias
Proceedings of the 12th International Conference on Smart Cities and Green ICT Systems
1 (2023)
[DOI: 10.5220/0000173700003491]

[Contribution to a conference proceedings]
christopher, morris; Grohe, Martin; Tönshoff, Jan Martin; geerts, floris
WL meet VC
[International Conference on Machine Learning, ICML 2023] (2023)

[Preprint]
Fani Sani, Mohammadreza; Vazifehdoostirani, Mozhgan; Park, Gyunam; Pegoraro, Marco; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Performance-Preserving Event Log Sampling for Predictive Monitoring
(2023)
[DOI: 10.48550/ARXIV.2301.07624]

[Journal Article]
Aghsaee, Roya; Hecht, Christopher; Schwinger, Felix Clemens; Figgener, Jan; Jarke, Matthias; Sauer, Dirk Uwe
Data-Driven, Short-Term Prediction of Charging Station Occupation
Electricity, 4, 2, 134-153 (2023)
[DOI: 10.3390/electricity4020009]

[Dissertation / PhD Thesis]
Wang, Weiyue
Neural hidden Markov model for machine translation
(2023)
[DOI: 10.18154/RWTH-2023-04470]

[Preprint]
Prabhavalkar, Rohit; Hori, Takaaki; Sainath, Tara N.; Schlüter, Ralf; Watanabe, Shinji
End-to-End Speech Recognition: A Survey
(2023)

[Journal Article]
Heins, Jonathan; Bossek, Jakob Matheus; Pohl, Janina; Seiler, Moritz; Trautmann, Heike; Kerschke, Pascal
A study on the effects of normalized TSP features for automated algorithm selection
Theoretical computer science, 940, 123-145 (2023)
[DOI: 10.1016/j.tcs.2022.10.019]

[Journal Article]
Bossek, Jakob Matheus; Sudholt, Dirk
Do additional target points speed up evolutionary algorithms?
Theoretical computer science, 113757 (2023)
[DOI: 10.1016/j.tcs.2023.113757]

[Journal Article]
Bossek, Jakob; Grimme, Christian
On Single-Objective Sub-Graph-Based Mutation for Solving the Bi-Objective Minimum Spanning Tree Problem
Evolutionary computation, 31, 1 (2023)

[Journal Article]
Broy, Manfred; Rumpe, Bernhard
Development Use Cases for Semantics-Driven Modeling Languages
Communications of the ACM : CACM, 66, 5, 62-71 (2023)
[DOI: 10.1145/3569927]

[Book, Dissertation / PhD Thesis]
Völker, Marcus
Policy iteration for value set analysis of PLC programs
Aachener Informatik-Berichte (AIB) 2023-01 (2023)
[DOI: 10.18154/RWTH-2023-04281]

[Journal Article]
Buisson-Fenet, Mona; Morgenthaler, Valery; Trimpe, Johann Sebastian; Di Meglio, Florent
Recognition Models to Learn Dynamics from Partial Observations with Neural ODEs
Transactions on Machine Learning Research, 2023, 1, 1-28 (2023)

[Preprint]
Buisson-Fenet, Mona; Morgenthaler, Valery; Trimpe, Johann Sebastian; Meglio, Florent Di
Recognition Models to Learn Dynamics from Partial Observations with Neural ODEs
(2023)

[Preprint]
Buisson-Fenet, Mona; Bahr, Lukas; Morgenthaler, Valery; Meglio, Florent Di
Towards Gain Tuning for Numerical KKL Observers
(2023)

[Bachelor Thesis]
Bär, Philipp; Nalbach, Jasper Kurt Ferdinand
Exploiting strict constraints in the computation of cylindrical algebraic coverings
(2023)
[DOI: 10.18154/RWTH-2023-04217]

[Contribution to a book, Contribution to a conference proceedings]
Huang, Tsung-Hao; van der Aalst, Wil M. P.
Comparing Ordering Strategies for Process Discovery Using Synthesis Rules
Service-Oriented Computing - ICSOC 2022 Workshops : ASOCA, AI-PA, FMCIoT, WESOACS 2022 Sevilla, Spain, November 29 - December 2, 2022 : proceedings / Javier Troya, Raffaela Mirandola • Elena Navarro, Andrea Delgado, Sergio Segura, Guadalupe Ortiz, Cesare Pautasso, Christian Zirpins • Pablo Fernández, Antonio Ruiz-Cortés editors, 40-52 (2023)
[DOI: 10.1007/978-3-031-26507-5_4]

[Bachelor Thesis]
Troll, Marc; Heinemann, Birte
User-centric enhancement of the Coach-VR
(2023)
[DOI: 10.18154/RWTH-2023-04183]

[Bachelor Thesis]
Wirtz, Elias
Entwicklung eines Tutorials zu der Erstellung von digitalen Gamebooks
(2023)
[DOI: 10.18154/RWTH-2023-04174]

[Journal Article]
Feichtinger, Kevin; Meixner, Kristof; Rinker, Felix; Koren, István; Eichelberger, Holger; Heinemann, Tonja; Holtmann, Jörg; Konersmann, Marco; Michael, Judith; Neumann, Eva-Maria; Pfeiffer, Jérôme; Rabiser, Rick; Riebisch, Matthias; Schmid, Klaus
Software in Cyberphysikalischen Produktionssystemen : Herausforderungen zur Umsetzung in der Industrie
atp Magazin, 65, 4, 62-68 (2023)
[DOI: 10.17560/atp.v65i4.2646]

[Bachelor Thesis]
Breuer, Paul Maximilian
Conceptualization and implementation of a user-friendly interface for modeling grade-based achievements in moodle
(2023)
[DOI: 10.18154/RWTH-2023-04129]

[Contribution to a book, Contribution to a conference proceedings]
Beyel, Harry H.; van der Aalst, Wil M. P.
Creating Translucent Event Logs to Improve Process Discovery
Process Mining Workshops : ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23-28, 2022, Revised Selected Papers / edited by Marco Montali, Arik Senderovich, Matthias Weidlich, 435-447 (2023)
[DOI: 10.1007/978-3-031-27815-0_32]

[Contribution to a book, Contribution to a conference proceedings]
Barhoush, Mahdi; Ayad, Ahmad Said Yousf; Schmeink, Anke
Semi-supervised Learning in Distributed Split Learning Architecture and IoT Applications
2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS) : 15-17 March 2023 (2023)
[DOI: 10.1109/ISADS56919.2023.10092050]

[Journal Article]
Barhoush, Mahdi; Hallawa, Ahmed; Peine, Arne; Martin, Lukas Benjamin; Schmeink, Anke
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning
IEEE ACM transactions on audio, speech, and language processing : TASLP, 31, 670-683 (2023)
[DOI: 10.1109/TASLP.2022.3231700]

[Journal Article]
Dwivedi, Yogesh K.; Kshetri, Nir; Hughes, Laurie; Slade, Emma Louise; Jeyaraj, Anand; Kar, Arpan Kumar; Baabdullah, Abdullah M.; Koohang, Alex; Raghavan, Vishnupriya; Ahuja, Manju; Albanna, Hanaa; Albashrawi, Mousa Ahmad; Al-Busaidi, Adil S.; Balakrishnan, Janarthanan; Barlette, Yves; Basu, Sriparna; Bose, Indranil; Brooks, Laurence; Buhalis, Dimitrios; Carter, Lemuria; Chowdhury, Soumyadeb; Crick, Tom; Cunningham, Scott W.; Davies, Gareth H.; Davison, Robert M.; Dé, Rahul; Dennehy, Denis; Duan, Yanqing; Dubey, Rameshwar; Dwivedi, Rohita; Edwards, John S.; Flavián, Carlos; Gauld, Robin; Grover, Varun; Hu, Mei-Chih; Janssen, Marijn; Jones, Paul; Junglas, Iris; Khorana, Sangeeta; Kraus, Sascha; Larsen, Kai R.; Latreille, Paul; Laumer, Sven; Malik, F. Tegwen; Mardani, Abbas; Mariani, Marcello; Mithas, Sunil; Mogaji, Emmanuel; Nord, Jeretta Horn; O’Connor, Siobhan; Okumus, Fevzi; Pagani, Margherita; Pandey, Neeraj; Papagiannidis, Savvas; Pappas, Ilias O.; Pathak, Nishith; Pries-Heje, Jan; Raman, Ramakrishnan; Rana, Nripendra P.; Rehm, Sven-Volker; Ribeiro-Navarrete, Samuel; Richter, Alexander; Rowe, Frantz; Sarker, Suprateek; Stahl, Bernd Carsten; Tiwari, Manoj Kumar; van der Aalst, Wil M. P.; Venkatesh, Viswanath; Viglia, Giampaolo; Wade, Michael; Walton, Paul; Wirtz, Jochen; Wright, Ryan
"So what if ChatGPT wrote it?" Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy
International journal of information management, 71, 102642 (2023)
[DOI: 10.1016/j.ijinfomgt.2023.102642]

[Journal Article]
Schweidtmann, Artur M.; Rittig, Jan Gerald; Weber, Jana M.; Grohe, Martin; Dahmen, Manuel; Leonhard, Kai; Mitsos, Alexander
Physical pooling functions in graph neural networks for molecular property prediction
Computers & chemical engineering, 172, 108202 (2023)
[DOI: 10.1016/j.compchemeng.2023.108202]

[Journal Article]
Grohe, Martin; Neuen, Daniel; Wiebking, Daniel
Isomorphism Testing for Graphs Excluding Small Minors
SIAM journal on computing, 52, 1, 238-272 (2023)
[DOI: 10.1137/21M1401930]

[Contribution to a book, Journal Article]
Pelzer, Lukas; Posada Moreno, Andres Felipe; Müller, Kai Bruno; Greb, Christoph; Hopmann, Christian
Process parameter prediction for fused deposition modeling using invertible neural networks
Polymers, 15, 8, Art. 1884 (2023)
[DOI: 10.3390/polym15081884]

[Contribution to a book, Contribution to a conference proceedings]
Pourbafrani, Mahsa; Gharbi, Firas; van der Aalst, Wil M. P.
A Tool for Business Processes Diagnostics
Service-Oriented Computing - ICSOC 2022 Workshops : ASOCA, AI-PA, FMCIoT, WESOACS 2022 Sevilla, Spain, November 29 - December 2, 2022 : proceedings / Javier Troya, Raffaela Mirandola • Elena Navarro, Andrea Delgado, Sergio Segura, Guadalupe Ortiz, Cesare Pautasso, Christian Zirpins • Pablo Fernández, Antonio Ruiz-Cortés editors, 350-354 (2023)
[DOI: 10.1007/978-3-031-26507-5_31]

[Contribution to a book, Contribution to a conference proceedings]
Grohe, Martin; Lindner, Peter; Standke, Christoph
Probabilistic Query Evaluation with Bag Semantics
26th International Conference on Database Theory (ICDT 2023) / Herausgeber: Floris Geerts, Brecht Vandevoort, 20:1-20:19 (2023)
[DOI: 10.4230/LIPICS.ICDT.2023.20]

[Contribution to a book]
Fur, Shan; Heithoff, Malte Felix; Michael, Judith; Netz, Lukas Stephan Michael; Pfeiffer, Jérôme; Rumpe, Bernhard; Wortmann, Andreas
Sustainable Digital Twin Engineering for the Internet of Production
Digital Twin Driven Intelligent Systems and Emerging Metaverse / edited by Enis Karaarslan, Ömer Aydin, Ümit Cali, Moharram Challenger, 101-121 (2023)
[DOI: 10.1007/978-981-99-0252-1_4]

[Journal Article]
Fiedler, Christian Martin; Herty, Michael; Rom, Christian Michael; Segala, Chiara; Trimpe, Johann Sebastian
Reproducing kernel Hilbert spaces in the mean field limit
Kinetic and related models (2023)
[DOI: 10.3934/krm.2023010]

[Contribution to a conference proceedings, Journal Article]
Leemans, Sander Jacobus Johannes; Polyvyanyy, Artem
Stochastic-aware precision and recall measures for conformance checking in process mining
Information systems : IS, 115, 102197 (2023)
[DOI: 10.1016/j.is.2023.102197]

[Journal Article]
Pedrosa, Matheus V. A.; Scheffe, Patrick; Alrifaee, Bassam; Flaßkamp, Kathrin
Optimization-based motion primitive automata for autonomous driving
Automatisierungstechnik, 71, 4, 294-300 (2023)
[DOI: 10.1515/auto-2022-0158]

[Journal Article]
Kloock, Maximilian Martin; Scheffe, Patrick; Alrifaee, Bassam
Testing distributed trajectory planning in the cyber-physical mobility lab
Automatisierungstechnik, 71, 4, 317-325 (2023)
[DOI: 10.1515/auto-2022-0154]

[Contribution to a book, Contribution to a conference proceedings]
Antal, László; Aubard, Martin; Ábrahám, Erika; Madureira, Ana; Madureira, Luís; Costa, Maria; Pinto, José; Campos, Renato
A Collision Avoidance Method for Autonomous Underwater Vehicles Based on Long Short-Term Memories
Innovations in Bio-Inspired Computing and Applications : Proceedings of the 13th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2022) Held During December 15-17, 2022 / edited by Ajith Abraham, Anu Bajaj, Niketa Gandhi, Ana Maria Madureira, Cengiz Kahraman, 448-457 (2023)
[DOI: 10.1007/978-3-031-27499-2_42]

[Contribution to a conference proceedings, Journal Article]
Berg, Frederik Julius; Wiartalla, Marc Oliver; Hüllmann, Moritz; Derks, Andreas; Kowalewski, Stefan; Stollenwerk, André
ASMO: a decentralized and verifiable interoperability platform in intensive care
Proceedings on automation in medical engineering, 2, 1, 724 (2023)
[DOI: 10.18154/RWTH-2023-03716]

[Journal Article]
Heinemann, Birte; Görzen, Sergej; Schroeder, Ulrik
Teaching the basics of computer graphics in virtual reality
Computers & graphics, 112, 1-12 (2023)
[DOI: 10.1016/j.cag.2023.03.001]

[Journal Article]
Cleophas, Loek; Godfrey, Thomas; Khelladi, Djamel Eddine; Lehner, Daniel; Combemale, Benoit; Rumpe, Bernhard; Zschaler, Steffen
Model-Driven Engineering of Digital Twins (Dagstuhl Seminar 22362)
Dagstuhl Reports, 12, 20-40 (2023)
[DOI: 10.4230/DagRep.12.9.20]

[Bachelor Thesis]
Dietrichs, Jan
Kontextbasierte UI-Anpassung für zielgruppenspezifische Anforderungen an digitale Gamebooks
(2023)

[Bachelor Thesis]
Kuske, Benjamin
Identifikation interaktiver Elemente für digitale Gamebooks in der Lehre
(2023)
[DOI: 10.18154/RWTH-2023-03638]

[Bachelor Thesis]
Stürmer, Maik
Development of a library to analyze Python code used in ACE editor
(2023)
[DOI: 10.18154/RWTH-2023-03637]

[Bachelor Thesis]
Nitzke, Paul
An intelligent assistant for annotating data in a learning analytics dashboard
(2023)
[DOI: 10.18154/RWTH-2023-03636]

[Bachelor Thesis]
Brückner, Moritz; Liem, Radita Tapaning Hesti
Performance analysis using POP methodology in spark big data applications
(2023)
[DOI: 10.18154/RWTH-2023-03557]

[Journal Article]
Fani Sani, Mohammadreza; Vazifehdoostirani, Mozhgan; Park, Gyunam; Pegoraro, Marco; van Zelst, Sebastiaan J.; van der Aalst, Wil M. P.
Performance-preserving event log sampling for predictive monitoring
Journal of intelligent information systems : JIIS (2023)
[DOI: 10.1007/s10844-022-00775-9]

[Contribution to a book, Contribution to a conference proceedings]
Kourani, Humam; Di Francescomarino, Chiara; Ghidini, Chiara; van der Aalst, Wil M. P.; van Zelst, Sebastiaan Johannes
Mining for Long-Term Dependencies in Causal Graphs
Business Process Management Workshops : BPM 2022 International Workshops, Münster, Germany, September 11-16, 2022, Revised Selected Papers / edited by Cristina Cabanillas, Niels Frederik Garmann-Johnsen, Agnes Koschmider, 117-131 (2023)
[DOI: 10.1007/978-3-031-25383-6_10]

[Contribution to a book, Contribution to a conference proceedings]
Wagner, Miriam; Helal, Hayyan; Röpke, René; Judel, Sven; Doveren, Jens; Görzen, Sergej; Soudmand, Pouya; Lakemeyer, Gerhard; Schroeder, Ulrik; van der Aalst, Wil M. P.
A Combined Approach of Process Mining and Rule-Based AI for Study Planning and Monitoring in Higher Education
Process Mining Workshops : ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23-28, 2022, Revised Selected Papers / edited by Marco Montali, Arik Senderovich, Matthias Weidlich, 513-525 (2023)
[DOI: 10.1007/978-3-031-27815-0_37]

[Report]
Amunts, Katrin; Axer, Markus; Bitsch, Lise; Bjaalie, Jan G.; Philipp, Brauner; Brovelli, Andrea; Navona, Calarco; Caspers, Svenja; Christine, Charvet; Cichon, Sven; Cools, Roshan; Changeux, Jean-Pierre; Costantini, Irene; D'Angelo, Egidio; De Bonis, Giulia; Deco, Gustavo; DeFelipe, Javier; Destexhe, Alain; Dickscheid, Timo; Diesmann, Markus; Duqué, Julie; Düzel, Emrah; Eickhoff, Simon B.; Einevoll, Gaute; Damian, Eke; Engel, Andreas K.; Charles, Evans Alan; Evers, Kathinka; Fousek, Jan; Friederici, Angela D.; Friston, Karl; Furber, Stephen; Liesbet, Geris; Goebel, Rainer; Güntürkün, Onur; Christina, Herold; De Kerchove d'Exaerde, Alban; Hellgren Kotaleski, Jeanette; Gregory, Kiar; Krsnik, Zeljka; Hilgetag, Claus C.; Hölter, Sabine M.; Ioannidis, Yannis; Jirsa, Viktor; Sriranga, Kashyap; István, Koren; Klijn, Wouter; Kämpfer, Julia; Klüver, Lars; Knoll, Alois C.; Larkum, Matthew E.; Linne, Marja-Leena; Lippert, Thomas; Neville, Magielse; Maquet, Pierre; Mascaro, Anna Letizia Allegra; Martinez, Sara Christina; Marinazzo, Daniele; Mejias, Jorge; Meyer-Lindenberg, Andreas; Migliore, Michele; Judith, Michael; Morel, Yannick; Morin, Fabrice; Muckli, Lars; Nagels, Guy; Oden, Lena; Panagiotaropoulos, Fanis; Paolucci, Pier Stanislao; Pennartz, Cyriel; Peeters, Liesbet M.; Petkoski, Spase; Petkov, Nicolai; Petro, Lucy S.; Petrovici, Mihai A.; Giovanni, Pezzulo; Roelfsema, Pieter; Ris, Laurence; Ritter, Petra; Rockland, Kathleen; Rotter, Stefan; Rowald, Andreas; Ruland, Sabine; Ryvlin, Philippe; Salles, Arleen; Sanchez-Vives, Maria V.; Schemmel, Johannes; de, Sousa Alexandra A.; Felix, Ströckens; Thirion, Betrand; Kâmil, Uludağ; Vanni, Simo; Van Albada, Sacha Jennifer; Vanduffel, Wim; De Vos, Winnok; Vezoli, Julien; Vincenz-Donnelly, Lisa; Walter, Florian; Zaborszky, Laszlo
The coming decade of digital brain research - A vision for neuroscience at the intersection of technology and computing
(2023)
[DOI: 10.5281/zenodo.7764003]

[Preprint]
Ensinger, Katharina; Ziesche, Sebastian; Rakitsch, Barbara; Tiemann, Michael; Trimpe, Johann Sebastian
Combining Slow and Fast: Complementary Filtering for Dynamics Learning
(2023)
[DOI: 10.48550/arXiv.2302.13754]

[Contribution to a conference proceedings, Journal Article]
Fonck, Simon Ansgar Martin; Fritsch, Sebastian; Nottenkämper, Gina; Stollenwerk, André
Implementation of ResNet-50 for the Detection of ARDS in Chest X-Rays using transfer-learning
Proceedings on automation in medical engineering, 2, 1, 742 (2023)
[DOI: 10.18154/RWTH-2023-03291]

[Preprint]
Nalbach, Jasper Kurt Ferdinand; Ábrahám, Erika; Specht, Philippe; Brown, Christopher W.; Davenport, James H.; England, Matthew
Levelwise construction of a single cylindrical algebraic cell
(2023)
[DOI: 10.48550/arXiv.2212.09309]

[Journal Article]
Mamudu, Azumah; Bandara, Wasana; Leemans, Sander Jacobus Johannes; Wynn, Moe Thandar
A process mining impacts framework
Business process management journal (2023)
[DOI: 10.1108/BPMJ-09-2022-0453]

[Journal Article]
Chatterjee, Krishnendu; Katoen, Joost-Pieter; Mohr, Stefanie; Weininger, Maximilian; Winkler, Tobias
Stochastic games with lexicographic objectives
Formal methods in system design, 41 Seiten (2023)
[DOI: 10.1007/s10703-023-00411-4]

[Bachelor Thesis]
Steffens, Fabian
Transfer of study progress data in xAPI
(2023)
[DOI: 10.18154/RWTH-2023-02929]

[Master Thesis]
Viehhauser, Dominik; Hermanns, Marc-André
Evaluating an alternative cost-propagation in the delay-cost model of Scalasca
(2023)
[DOI: 10.18154/RWTH-2023-02840]

[Journal Article]
Hoppe, Josef; Schwinger, Felix Clemens; Haeger, Henrik; Wernz, Jonas; Jarke, Matthias
Improving the Prediction of Passenger Numbers in Public Transit Networks by Combining Short-Term Forecasts With Real-Time Occupancy Data
IEEE open journal of intelligent transportation systems, 4, 153-174 (2023)
[DOI: 10.1109/OJITS.2023.3251564]

[Dataset]
Oraji, Yussur Mustafa; Schwitanski, Simon
Data for 'Evaluating Static Analysis Techniques to Accelerate Data Race Detection for MPI RMA'
(2023)
[DOI: 10.18154/RWTH-2023-02710]

[Bachelor Thesis]
Hilgers, Tom; Burak, Semih; Schmitz, Adrian
Designing a static performance model and code generation for vector accelerators and parallel patterns
(2023)
[DOI: 10.18154/RWTH-2023-02709]

[Journal Article]
Adams, Jan Niklas; van Zelst, Sebastiaan Johannes; Rose, Thomas; van der Aalst, Wil M. P.
Explainable concept drift in process mining
Information systems, 114, 102177 (2023)
[DOI: 10.1016/j.is.2023.102177]

[Journal Article]
Mitrevski, Alex; Plöger, Paul G.; Lakemeyer, Gerhard
A hybrid skill parameterisation model combining symbolic and subsymbolic elements for introspective robots
Robotics and autonomous systems, 161, 104350 (2022, 2023)
[DOI: 10.1016/j.robot.2022.104350]

[Journal Article]
Huang, Ziqi; Fey, Marcel; Liu, Chao; Beysel, Ege; Xu, Xun; Brecher, Christian
Hybrid learning-based digital twin for manufacturing process - Modeling framework and implementation
Robotics and computer-integrated manufacturing, 2023, 82, Art. 102545 (2023)
[DOI: 10.1016/j.rcim.2023.102545]

[Book, Dissertation / PhD Thesis]
Hiller, Jens
Improving functionality, efficiency, and trustworthiness of secure communication on an internet diversified by mobile devices and the internet of things
Reports on communications and distributed systems 22 (2023)
[DOI: 10.18154/RWTH-2023-02653]

[Dissertation / PhD Thesis]
Sparrenberg, Lorenz Tim
The analysis of fluorescence fluctuations by means of the mean single-molecule rate (mSMR)
(2023)
[DOI: 10.18154/RWTH-2023-02644]

[Master Thesis]
Timanov, Aleksandar; Görzen, Sergej; Röpke, René
Designing an interactive visualization workflow for curriculum analytics
(2023)
[DOI: 10.18154/RWTH-2023-02619]

[Patent]
Blum, Jonas; Hardt, Stefan; Richter, Pascal; Ábrahám, Erika; Abida, Ahmed; Klemp, Simon
Verfahren und System zur Steuerung von Lasten in einem Gebäude
(2023)

[Dissertation / PhD Thesis]
van Bergerem, Steffen
Descriptive complexity of learning
(2023)
[DOI: 10.18154/RWTH-2023-02554]

[Journal Article]
Kloock, Maximilian Martin; Scheffe, Patrick; Gress, Ole; Alrifaee, Bassam
An Architecture for Experiments in Connected and Automated Vehicles
IEEE open journal of intelligent transportation systems, 4, 175-186 (2023)
[DOI: 10.1109/OJITS.2023.3250951]

[Journal Article]
Grohe, Martin; Neuen, Daniel
Canonisation and Definability for Graphs of Bounded Rank Width
ACM transactions on computational logic, 24, 1, 1-31 (2023)
[DOI: 10.1145/3568025]

[Preprint]
Fiedler, Christian Martin; Herty, Michael; Rom, Christian Michael; Segala, Chiara; Trimpe, Johann Sebastian
Reproducing kernel Hilbert spaces in the mean field limit
(2023)
[DOI: 10.48550/arXiv.2302.14446]

[Journal Article]
Höpfner, Gregor; Nachmann, Imke Helene; Zerwas, Thilo; Berroth, Joerg Karl; Kohl, Jens; Guist, Christian; Rumpe, Bernhard; Jacobs, Georg
Towards a Holistic and Functional Model-Based Design Method for Mechatronic Cyber-Physical Systems
Journal of computing and information science in engineering, 23, 5, 051001 (2023)
[DOI: 10.1115/1.4056807]

[Book, Dissertation / PhD Thesis]
Kirchhof, Jörg Christian
Model-driven development, deployment, and analysis of Internet of Things applications
Aachener Informatik-Berichte, Software Engineering 54 (2023)

[Journal Article]
Challita, Stéphanie; Combemale, Benoit; Ergin, Huseyin; Gray, Jeff; Rumpe, Bernhard; Schindler, Martin
Report on the State of the SoSyM Journal end of 2022
Software and systems modeling, 22, 1, 1-7 (2023)
[DOI: 10.1007/s10270-023-01085-6]

[Contribution to a conference proceedings]
Kausch, Hendrik; Pfeiffer, Mathias; Raco, Deni; Rath, Amelie; Rumpe, Bernhard; Schweiger, Andreas
A Theory for Event-Driven Specifications Using Focus and MontiArc on the Example of a Data Link Uplink Feed System
[Software Engineering 2023 Workshops], 169-188 (2023)
[DOI: 10.18420/se2023-ws-17]

[Book, Dissertation / PhD Thesis]
Butting, Arvid
Systematic composition of language components in MontiCore
Aachener Informatik-Berichte, Software Engineering 53 (2023)

[Contribution to a book, Contribution to a conference proceedings]
Husung, Stephan; Gerhard, Detlef; Jacobs, Georg; Kowalski, Julia; Rumpe, Bernhard; Zeman, Klaus; Zerwas, Thilo
Model Signatures for Design and Usage of Simulation - Capable Model Networks in MBSE
Product lifecycle management : PLM in transition times: the place of humans and transformative technologies : 19th IFIP WG 5.1 international conference, PLM 2022, Grenoble, France, July 10-13, 2022 : revised selected papers / Frédéric Noël, Felix Nyffenegger, Louis Rivet, Abdelaziz Bouras (eds.), 155-164 (2023)
[DOI: 10.1007/978-3-031-25182-5_16]

[Dissertation / PhD Thesis]
Psarras, Christos
Evaluating and improving upon the use of high-performance libraries in linear and multi-linear algebra
(2023)
[DOI: 10.18154/RWTH-2023-01466]

[Contribution to a book, Contribution to a conference proceedings]
Trinh, Minh; Kötter, David; Chu, Ariane; Behery, Mohamed Anwar Abdellatif; Lakemeyer, Gerhard; Petrovic, Oliver; Brecher, Christian
Safe and Flexible Collaborative Assembly Processes Using Behavior Trees and Computer Vision
Intelligent Human Systems Integration (IHSI 2023): Integrating People and Intelligent Systems : proceedings of th 6th International Conference on Intelligent Human Systems Integration (IHSI 2023): Integrating People an Intelligent Systems, Venice, Italy, February 22-24, 2023 / Editors: Tareq Ahram, Waldemar Karwowski, Pepetto Di Bucchianico, Redha Taiar, Luca Casarotto, Pietro Costa, 869-879 (2023)
[DOI: 10.54941/ahfe1002912]

[Contribution to a book, Journal Article]
Leemans, Sander Jacobus Johannes; Partington, Andrew; Karnon, Jonathan; Wynn, Moe T.
Process mining for healthcare decision analytics with micro-costing estimations
Artificial intelligence in medicine : AIM, 135, 102473 (2022, 2023)
[DOI: 10.1016/j.artmed.2022.102473]

[Dissertation / PhD Thesis]
Mitrevski, Aleksandar (Alex)
Skill generalisation and experience acquisition for predicting and avoiding execution failures
(2023)
[DOI: 10.18154/RWTH-2023-01374]

[Journal Article]
Büsing, Christina Maria Katharina; Gersing, Timo; Koster, Arie Marinus
A branch and bound algorithm for robust binary optimization with budget uncertainty
Mathematical programming computation : MPC (2023)
[DOI: 10.1007/s12532-022-00232-2]

[Contribution to a book]
Braun, Stefan; Dalibor, Manuela; Jansen, Nico; Jarke, Matthias; Koren, István; Quix, Christoph; Rumpe, Bernhard; Wimmer, Manuel; Wortmann, Andreas
Engineering Digital Twins and Digital Shadows as Key Enablers for Industry 4.0
Digital Transformation : Core Technologies and Emerging Topics from a Computer Science Perspective / edited by Birgit Vogel-Heuser, Manuel Wimmer, 3-31 (2023)
[DOI: 10.1007/978-3-662-65004-2_1]

[Abstract]
Jugl, Maximilian; Welten, Sascha Martin; Mou, Yongli; Yediel, Yeliz Ucer; Beyan, Oya; Sax, Ulrich; Kirsten, Toralf
Privatsphärenschützende Datenverknüpfung in verteilten Analysen mit dem PHTSMITH Science Day 2022
(2023)
[DOI: 10.3205/22SMITH42]

[Journal Article]
Bobzin, Kirsten; Heinemann, Hendrik; Jasutyn, Kevin; Jeske, Stefan Rhys; Bender, Jan Stephen; Warkentin, Sergej; Mokrov, Oleg; Sharma, Rahul; Reisgen, Uwe
Modeling the Droplet Impact on the Substrate with Surface Preparation in Thermal Spraying with SPH
Journal of thermal spray technology : JTST, 32, 2/3, 599-608 (2023)
[DOI: 10.1007/s11666-023-01534-0]

[Journal Article]
Batz, Kevin; Kaminski, Benjamin Lucien; Katoen, Joost-Pieter; Matheja, Christoph; Verscht, Lena
A Calculus for Amortized Expected Runtimes
Proceedings of the ACM on programming languages : (PACMPL), 7, POPL, 67 (2023)
[DOI: 10.1145/3571260]

[Journal Article]
Liebenberg, Martin Roland; Jarke, Matthias
Information systems engineering with Digital Shadows: Concept and use cases in the Internet of Production
Information systems : IS, 114, Special Issue on Best Papers from CAiSE 2020, 102182 (2023)
[DOI: 10.1016/j.is.2023.102182]

[Contribution to a book, Contribution to a conference proceedings]
Koren, István; Jarke, Matthias; Piller, Frank Thomas; Elmaraghy, Hoda
Sustainability and Resilience in Alliance-Driven Manufacturing Ecosystems: A Strategic Conceptual Modeling Perspective
Proceedings of the 56th Annual Hawaii International Conference on System Sciences : January 3-6, 2023, 3653-3662 (2023)

[Contribution to a conference proceedings]
Jarke, Matthias; Koren, István; Piller, Frank Thomas; Elmaraghy, Hoda
Introduction to the Minitrack on Data Spaces for Sustainability and Resilience in Manufacturing
Proceedings of the 56th Annual Hawaii International Conference on System Sciences : January 3-6, 2023, 3641-3642 (2023)

[Contribution to a book, Journal Article]
Behery, Mohamed Anwar Abdellatif; Brauner, Philipp; Ziefle, Martina; Lakemeyer, Gerhard
Behaviour Trees for Representing Human-Robot Collaboration Processes in the World-Wide Lab
ECRIM News, 132, 15-16 (2023)

[Contribution to a book, Contribution to a conference proceedings]
Bano, Dorina; Michael, Judith; Rumpe, Bernhard; Varga, Simon; Weske, Mathias
Synthesizing of Process-Aware Digital Twin Cockpits from Event Logs
Software Engineering 2023 : Fachtagung vom 20.-24. Februar 2023, Paderborn / Gregor Engels, Regina, Hebig, Matthias Tichy (Hrsg.), 33-34 (2023)

[Journal Article]
van der Aalst, Wil M. P.; Hinz, Oliver; Weinhardt, Christof
Sustainable Systems Engineering : Opportunities and Challenges
Business & information systems engineering, 65, 1, 1-6 (2023)
[DOI: 10.1007/s12599-022-00784-6]

[Contribution to a book, Contribution to a conference proceedings]
Kirchhof, Jörg Christian; Malcher, Lukas; Michael, Judith; Rumpe, Bernhard; Wortmann, Andreas
Web-Based Tracing for Model-Driven Applications
48th Euromicro Conference on Software Engineering and Advanced Applications : SEAA 2022 : 31 August-2 September 2022, Maspalomas, Gran Canaria, Spain : proceedings / editors: Gustavo M. Callico, Regina Hebig, Andreas Wortmann, 374-381 (2022, 2023)
[DOI: 10.1109/SEAA56994.2022.00066]

[Contribution to a book, Contribution to a conference proceedings]
Rattan, Gaurav; Seppelt, Tim Frederik
Weisfeiler-Leman and Graph Spectra
Proceedings of the 2023 Annual ACM-SIAM Symposium on Discrete Algorithms (SODA23) / editors: Nikhil Bansal and Viswanath Nagarajan (2023)
[DOI: 10.1137/1.9781611977554.ch87]

[Book, Proceedings]
Lichter, Horst (Editor); Aydin, Selin (Editor); Sunetnanta, Thanwadee (Editor); Anwar, Toni (Editor); Ouh, Eng Lieh (Editor); Wadhwa, Bimlesh (Editor); Chawla, Shailey (Editor); Suri, Bharti (Editor); Gan, Benjamin (Editor)
Joint Proceedings of the 10th International Workshop on Quantitative Approaches to Software Quality (QuASoQ 2022) & the 6th Software Engineering Education Workshop (SEED 2022) co-located with the 29th Asia Pacific Software Engineering Conference (APSEC 2022) virtual, December 6th, 2022
CEUR Workshop Proceedings 3330 (2022, 2023)

[Journal Article]
Rittig, Jan Gerald; Ritzert, Martin; Schweidtmann, Artur M.; Winkler, Stefanie; Weber, Jana M.; Morsch, Philipp; Heufer, Karl Alexander; Grohe, Martin; Mitsos, Alexander; Dahmen, Manuel
Graph machine learning for design of high-octane fuels
AIChE journal, 69, 4, e17971 (2022, 2023)
[DOI: 10.1002/aic.17971]

[Journal Article]
Kloock, Maximilian Martin; Alrifaee, Bassam
Coordinated Cooperative Distributed Decision-Making Using Synchronization of Local Plans
IEEE Transactions on Intelligent Vehicles, 8, 2, 1292-1306 (2023)
[DOI: 10.1109/TIV.2023.3234189]

[Contribution to a book, Journal Article]
Schnakenbeck, Aron; Mroß, Robin; Völker, Marcus; Kowalewski, Stefan; Fay, Alexander
Transformation von GRAFCET in GAL auf Basis eines ausführlichen Metamodells zur Verifikation von Entwurfsfehlern
Automatisierungstechnik : AT, 71, 1, 56-68 (2023)
[DOI: 10.1515/auto-2022-0094]

[Master Thesis]
Thärigen, Isabel; Hermanns, Marc-André; Geimer, Markus
Event model for tracking dependencies of MPI partitioned point-to-point communication
(2023)
[DOI: 10.18154/RWTH-2023-00452]

[Preprint]
Klinkenberg, Lutz; Winkler, Tobias; Chen, Mingshuai; Katoen, Joost-Pieter
Exact Probabilistic Inference Using Generating Functions
(2023)

[Master Thesis]
Mihaylov, Dimitar
Extending the functionality of the randomizeR package: stratified randomization and modified test statistic for survival endpoints
(2023)
[DOI: 10.18154/RWTH-2023-00429]

[Bachelor Thesis]
Komaristych, Artur; Röpke, René
Development and deployment of a cloud-based system architecture for domain-specific AutoML systems
(2023)
[DOI: 10.18154/RWTH-2023-00428]

[Master Thesis]
Verdenhalven, Annemieke Lea; Brocker, Annabell; Röpke, René
Integration of gamification into JupyterLab with a human-centered design approach
(2023)
[DOI: 10.18154/RWTH-2023-00427]

[Bachelor Thesis]
Feruga, Maksymilian; Brocker, Annabell
Development of a framework for monitoring the learning process in Jupyter
(2023)
[DOI: 10.18154/RWTH-2023-00426]

[Bachelor Thesis]
Quakulinski, Lars
Application of process mining for learning path identification in learning management systems
(2023)
[DOI: 10.18154/RWTH-2023-00425]

[Master Thesis]
Shetty, Deekshith Radhakrishna; Ali, Lubna Kamel Nazih
Design and implementation of an evaluation system for OER conversion tool (convOERter)
(2023)
[DOI: 10.18154/RWTH-2023-00418]

[Dataset]
Stollenwerk, André; Derks, Andreas
ASMO: a decentralized and verifiable interoperability platform in intensive care
(2023)
[DOI: 10.18154/RWTH-2023-00139]

[Journal Article]
Heuser, Patricia; Tauer, Björn Frederik
Single-machine scheduling with product category-based learning and forgetting effects
Omega : the international journal of management science, 115, 102786 (2022, 2023)
[DOI: 10.1016/j.omega.2022.102786]

[Journal Article]
Schmidt, Niclas; Rushchanskii, Konstantin Z.; Trstenjak, Urška; Dittmann, Regina; Karthäuser, Silvia
In-gap states of hfo2 nanoislands driven by crystal nucleation: implications for resistive random-access memory devices
ACS applied nano materials, 6, 1, 148-159 (2022, 2023)
[DOI: 10.1021/acsanm.2c04165]

[Journal Article]
Yu, Jiaxin; Wellmann, Jan Florian; Virgo, Simon Matthias; von Domarus, Marven; Jiang, Mingze; Schmatz, Joyce; Leibe, Bastian
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets
Computers & geosciences, 170, 105232 (2022, 2023)
[DOI: 10.1016/j.cageo.2022.105232]

[Contribution to a book, Contribution to a conference proceedings]
Krüger, Marcel; Oehrl, Simon; Demiralp, Ali C.; Spreizer, Sebastian; Bruchertseifer, Jens; Kuhlen, Torsten; Gerrits, Tim Stefan; Weyers, Benjamin
Insite: A Pipeline Enabling In-Transit Visualization and Analysis for Neuronal Network Simulations
High performance computing : ISC High Performance 2022 International Workshops : Hamburg, Germany, May 29-June 2, 2022 : revised selected papers / Hartwig Anzt, Amanda Bienz, Piotr Luszczek, Marc Baboulin (eds.), 295-305 (2023)
[DOI: 10.1007/978-3-031-23220-6_20]

[Journal Article]
Massiani, Pierre-Francois Jules; Heim, Steve; Solowjow, Friedrich; Trimpe, Johann Sebastian
Safe Value Functions
IEEE transactions on automatic control, 68, 5, 2743-2757 (2022, 2023)
[DOI: 10.1109/TAC.2022.3200948]

[Journal Article]
Ulbrich, Max; Van den Bosch, Vincent; Bönsch, Andrea; Gruber, Lennart Johannes; Ooms, Mark; Melchior, Claire; Motmaen, Ila; Wilpert, Caroline; Rashad, Ashkan; Kuhlen, Torsten; Hölzle, Frank; Puladi, Behrus
Advantages of a Training Course for Surgical Planning in Virtual Reality for Oral and Maxillofacial Surgery : Crossover Study
JMIR Serious Games, 11, e40541 (2023)
[DOI: 10.2196/40541]

[Dataset]
Heinemann, Birte; Görzen, Sergej; Schroeder, Ulrik
Dataset, Experimental Guide, Learning Analytics (Jupyter Notebook) to "Teaching the basics of computer graphics in virtual reality" in Journal "Computers and Graphics"
(2023)
[DOI: 10.18154/RWTH-2022-10631]

[Contribution to a book, Journal Article]
Hofmann, Till; Schupp, Stefan
Controlling timed automata against MTL specifications with TACoS
Science of computer programming, 225, 102898 (2022, 2023)
[DOI: 10.1016/j.scico.2022.102898]

[Master Thesis]
Eckhardt, Jonas; Schürhoff, Daniel
Using hardware performance footprints of HPC benchmarks for job embedding
(2023)
[DOI: 10.18154/RWTH-2022-10349]

[Journal Article]
Scheffe, Patrick; Henneken, Theodor Mario; Kloock, Maximilian Martin; Alrifaee, Bassam
Sequential Convex Programming Methods for Real-time Optimal Trajectory Planning in Autonomous Vehicle Racing
IEEE Transactions on Intelligent Vehicles : T-IV, 8, 1, 661-672 (2022, 2023)
[DOI: 10.1109/TIV.2022.3168130]

[Contribution to a book, Contribution to a conference proceedings]
Müller, Kai Bruno; Posada Moreno, Andres Felipe; Pelzer, Lukas; Gries, Thomas
Objectifying Machine Setup and Parameter Selection in Expert Knowledge Dependent Industries Using Invertible Neural Networks
Flexible automation and intelligent manufacturing: the human-data-technology nexus : proceedings of FAIM 2022, June 19-23, 2022, Detroit, Michigan, USA / Kyoung-Yun Kim, Leslie Monplaisir, Jeremy Rickli editors. - Volume 1, 293-300 (2022, 2023)
[DOI: 10.1007/978-3-031-18326-3_29]

[Journal Article]
Sauren, Bjorn; Klarmann, Simon Cornelius; Kobbelt, Leif; Klinkel, Sven
A mixed polygonal finite element formulation for nearly-incompressible finite elasticity
Computer methods in applied mechanics and engineering, 403, Part A, 115656 (2022, 2023)
[DOI: 10.1016/j.cma.2022.115656]

[Contribution to a book, Journal Article]
Chakrabarti, Arnab; Ahmad, Farhad; Jarke, Matthias; Quix, Christoph
Monitoring Large Scale Production Processes Using a Rule-Based Visualization Recommendation System
SN Computer Science, 4, 1, 32 (2022, 2023)
[DOI: 10.1007/s42979-022-01419-z]

[Contribution to a conference proceedings, Journal Article]
Berti, Alessandro; van der Aalst, Wil M. P.
OC-PM: analyzing object-centric event logs and process models
International journal on software tools for technology transfer : STTT, 25, 1, 1-17 (2022, 2023)
[DOI: 10.1007/s10009-022-00668-w]

[Journal Article]
Fiedler, Christian Martin; Fornasier, Massimo; Klock, Timo; Rauchensteiner, Michael
Stable recovery of entangled weights: Towards robust identification of deep neural networks from minimal samples
Applied and computational harmonic analysis, 62, 123-172 (2022, 2023)
[DOI: 10.1016/j.acha.2022.08.002]

[Contribution to a conference proceedings, Journal Article]
Lendl, Stefan; Woeginger, Gerhard; Wulf, Lasse
Non-Preemptive Tree Packing
Algorithmica : an international journal in computer science, 85, 3, 783-804 (2022, 2023)
[DOI: 10.1007/s00453-022-01026-7]

[Journal Article]
Jeske, Stefan Rhys; Simon, Marek Sebastian; Semenov, Oleksii; Kruska, Jan; Mokrov, Oleg; Sharma, Rahul; Reisgen, Uwe; Bender, Jan Stephen
Quantitative evaluation of SPH in TIG spot welding
Computational particle mechanics : CPM, 10, 1-18 (2022, 2023)
[DOI: 10.1007/s40571-022-00465-x]

[Bachelor Thesis]
Rudnev, Robert
Fabric faces : Printer-aware foldable textile structures
(2022)

[Dissertation / PhD Thesis]
Markthaler, Matthias
Modellbasierte Methode für die automatisierte Testfallerstellung in der Automobilindustrie auf der Grundlage eines durchgängigen Systems Engineering Ansatzes
Aachener Informatik-Berichte, Software Engineering 52 (2022)

[Master Thesis]
George, Mark Christy; Lahaye, Marcel
Using machine learning to enable material substitutions in maker projects
(2022)

[Contribution to a book, Contribution to a conference proceedings]
Yu, Lechen; Jin, Feiyang; Protze, Joachim; Sarkar, Vivek
Leveraging the Dynamic Program Structure Tree to Detect Data Races in OpenMP Programs
Proceedings of Correctness 2022: 6th International Workshop on Software Correctness for HPC Applications, Held in conjunction with SC 2022: The International Conference for High Performance Computing, Networking, Storage and Analysis, 54-62 (2022, 2023)
[DOI: 10.1109/Correctness56720.2022.00012]

[Master Thesis]
Bruna, Marvin
ShARePen: Enabling spectators to understand pointing operations in co-located handheld AR
(2022)

[Bachelor Thesis]
Lavnikevich, Ulyana
Investigating modalities for supplemental notifications in online presentations via a wrist-worn device
(2022)

[Bachelor Thesis]
Wilhelm, Johannes
Combining user- and device-perspective rendering for intuitive handheld AR
(2022)

[Bachelor Thesis]
Drescher-Manaa, Laura
Designing a magnetic field sensor grid for 2D mid-air gesture recognition
(2022)

[Bachelor Thesis]
Mirus, Michelle
Designing tactile guides for smart home controls
(2022)

[Master Thesis]
Suchmann, Lovis Bero
Textile icons: Investigating shape properties to improve haptic recognition
(2022)

[Master Thesis]
Rahm, Ricarda
Automating user skill evaluation to provide matching DIY tutorials
(2022)

[Bachelor Thesis]
Hübner, Janosch
Improving indoor location awareness using bluetooth low energy beacons
(2022)

[Master Thesis]
Jang, Eunae
Designing for distraction in gaze-aware mobile notifications
(2022)

[Master Thesis]
Pettirsch, Sebastian
Spatial mappings in the home: Evaluating targeting techniques to control smart home devices
(2022)

[Contribution to a conference proceedings]
Latour, Anna L. D.; Babaki, Behrouz; Fokkinga, Daniël; Anastacio, Marie; Hoos, Holger H.; Nijssen, Siegfried
Stochastic Constraint Optimisation with Applications in Network Analysis (extended abstract)
Workshop on Counting and Sampling 2022, in conjunction with FLoC 2022 and SAT 2022 (2022)

[Contribution to a conference proceedings]
Pulatov, Damir; Anastacio, Marie; Kotthoff, Lars; Hoos, Holger
Opening the Black Box: Automated Software Analysis for Algorithm Selection
First Conference on Automated Machine Learning (Main Track) (2022)

[Contribution to a book, Contribution to a conference proceedings]
Anastacio, Marie; Matricon, Theo; Hoos, Holger
Challenges of Acquiring Compositional Inductive Biases via Meta-Learning
ECMLPKDD Workshop on Meta-Knowledge Transfer, 11-23 (2022)

[Journal Article]
Pushak, Yasha; Hoos, Holger Hendrik
AutoML Loss Landscapes
ACM transactions on evolutionary learning and optimization, 2, 3, 10 (2022)
[DOI: 10.1145/3558774]

[Contribution to a book, Contribution to a conference proceedings]
Renting, Bram M.; Hoos, Holger H.; Jonker, Catholijn M.
Automated Configuration and Usage of Strategy Portfolios for Mixed-Motive Bargaining
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 1101-1109 (2022)

[Journal Article]
Nguyen, Thi-Ngoc-Thu; Höfter, Andreas; Leonardic, Kevin; Rosenhain, Stefanie; Kiessling, Fabian; Sae-Tang, Wannida; Naumann, Uwe; Gremse, Felix
A Micro-computed Tomography Database and Reference Implementation for Parallel Computations of Trabecular Thickness and Spacing
Journal of Open Research Software, 10, 1, 4 (2022)
[DOI: 10.5334/jors.360]

[Preprint]
Benevento, Elisabetta; Pegoraro, Marco; Antoniazzi, Mattia; Beyel, Harry H.; Peeva, Viki; Balfanz, Paul; van der Aalst, Wil M. P.; Martin, Lukas; Marx, Gernot
Process Modeling and Conformance Checking in Healthcare: A COVID-19 Case Study
(2022)
[DOI: 10.48550/ARXIV.2209.10897]

[Preprint]
Pegoraro, Marco; Narayana, Madhavi Bangalore Shankara; Benevento, Elisabetta; van der Aalst, Wil M. P.; Martin, Lukas; Marx, Gernot
Analyzing Medical Data with Process Mining: a COVID-19 Case Study
(2022)
[DOI: 10.48550/arXiv.2202.04625]

[Preprint]
Pegoraro, Marco; Uysal, Merih Seran; Hülsmann, Tom-Hendrik; van der Aalst, Wil M. P.
Uncertain Case Identifiers in Process Mining: A User Study of the Event-Case Correlation Problem on Click Data
(2022)
[DOI: 10.48550/arXiv.2204.04164]

[Preprint]
Pegoraro, Marco
Probabilistic and Non-Deterministic Event Data in Process Mining: Embedding Uncertainty in Process Analysis Techniques
(2022)
[DOI: 10.48550/arXiv.2205.04827]

[Preprint]
Zhou, Wei; Michel, Wilfried; Schlüter, Ralf; Ney, Hermann
Efficient Training of Neural Transducer for Speech Recognition
(2022)

[Book, Proceedings]
Jakobs, Kai (Editor)
Proceedings of the 26th EURAS Annual Standardisation Conference - Standardisation and Open Source
EURAS contributions to standardisation research 17 (2022)

[Contribution to a conference proceedings]
Daheim, Nico; Thulke, David; Dugast, Christian; Ney, Hermann
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model
Conference on Empirical Methods in Natural Language Processing (2022)

[Contribution to a conference proceedings]
Gao, Yingbo; Herold, Christian; Yang, Zijian; Ney, Hermann
Revisiting Checkpoint Averaging for Neural Machine Translation
The Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing (2022)

[Contribution to a conference proceedings]
Gao, Yingbo; Herold, Christian; Yang, Zijian; Ney, Hermann
Is Encoder-Decoder Redundant for Neural Machine Translation?
The Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing (2022)

[Contribution to a conference proceedings]
Tran, Viet Anh Khoa; Thulke, David; Gao, Yingbo; Herold, Christian; Ney, Hermann
Does Joint Training Really Help Cascaded Speech Translation?
Conference on Empirical Methods in Natural Language Processing (2022)

[Contribution to a conference proceedings]
Liao, Baohao; Thulke, David; Hewavitharana, Sanjika; Ney, Hermann; Monz, Christof
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token
Conference on Empirical Methods in Natural Language Processing (2022)

[Preprint]
Meyer, Felix; Michel, Wilfried; Zeineldeen, Mohammad; Schlüter, Ralf; Ney, Hermann
Automatic Learning of Subword Dependent Model Scales
Interspeech (2022)

[Preprint]
Zeineldeen, Mohammad; Xu, Jingjing; Lüscher, Christoph; Michel, Wilfried; Gerstenberger, Alexander; Schlüter, Ralf; Ney, Hermann
Conformer-based Hybrid ASR System for Switchboard Dataset
IEEE International Conference on Acoustics, Speech, and Signal Processing (2022)

[Contribution to a conference proceedings]
Zhou, Wei; Michel, Wilfried; Schlüter, Ralf; Ney, Hermann
Efficient Training of Neural Transducer for Speech Recognition
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2058-2062 (2022)
[DOI: 10.21437/Interspeech.2022-829]

[Preprint]
Zeineldeen, Mohammad; Xu, Jingjing; Lüscher, Christoph; Schlüter, Ralf; Ney, Hermann
Improving the Training Recipe for a Robust Conformer-based Hybrid Model
Interspeech (2022)

[Preprint]
Zhou, Wei; Zheng, Zuoyun; Schlüter, Ralf; Ney, Hermann
On Language Model Integration for RNN Transducer based Speech Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing, 8407-8411 (2022)

[Contribution to a book, Contribution to a conference proceedings]
Rook, Jeroen; Trautmann, Heike; Bossek, Jakob; Grimme, Christian
On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems
Proceedings of the Genetic and Evolutionary Computation Conference Companion / Edited by Jonathan E. Fieldsend, 356-359 (2022)
[DOI: 10.1145/3520304.3528998]

[Contribution to a book, Contribution to a conference proceedings]
Bossek, Jakob; Neumann, Aneta; Neumann, Frank
Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial at GECCO'22, Boston, USA
Proceedings of the Genetic and Evolutionary Computation Conference Companion / Edited by Jonathan E. Fieldsend, 824-842 (2022)
[DOI: 10.1145/3520304.3533626]

[Contribution to a book, Contribution to a conference proceedings]
Bossek, Jakob; Neumann, Frank
Exploring the Feature Space of TSP Instances Using Quality Diversity
Proceedings of the Genetic and Evolutionary Computation Conference, 186-194 (2022)
[DOI: 10.1145/3512290.3528851]

[Contribution to a book, Contribution to a conference proceedings]
Baier, Ralph Oliver; Dammers, Hannah; Mertens, Alexander; Behery, Mohamed; Gossen, Daniel; Nouduri, Srikanth; Pelzer, Lukas; Shahidi, Seyed Amirreza; Trinh, Minh; Brecher, Christian; Corves, Burkhard; Gries, Thomas; Hopmann, Christian; Hüsing, Mathias; Lakemeyer, Gerhard; Nitsch, Verena
A Framework for the Classification of Human-Robot Interactions Within the Internet of Production
Human-computer interaction : technological innovation : thematic area, HCI 2022, held as part of the 24th HCI International Conference, HCII 2022, virtual event, June 26 - July 1, 2022, proceedings / Masaaki Kurosu (ed.). - Part 2, 427-454 (2022)
[DOI: 10.1007/978-3-031-05409-9_33]

[Journal Article]
Yegenoglu, Alper; Subramoney, Anand; Hater, Thorsten; Jimenez-Romero, Cristian; Klijn, Wouter; Perez Martin, Aaron; van der Vlag, Michiel; Herty, Michael; Morrison, Abigail Joanna Rhodes; Diaz Pier, Sandra
Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn
Frontiers in computational neuroscience, 16, 885207 (2022)
[DOI: 10.3389/fncom.2022.885207]

[Preprint]
Geist, Andreas René; Fiene, Jonathan; Tashiro, Naomi; Jia, Zheng; Trimpe, Johann Sebastian
The Wheelbot: A Jumping Reaction Wheel Unicycle
(2022)

[Preprint]
Schlor, Sebastian; Solowjow, Friedrich; Trimpe, Johann Sebastian
Parameter Filter-based Event-triggered Learning
(2022)

[Contribution to a conference proceedings]
Zhao, Lingxiao; Härtel, Louis; Shah, Neil; Akoglu, Leman
A Practical, Progressively-Expressive GNN
[Advances in Neural Information Processing Systems 35] (2022)

[Conference Presentation]
Klamma, Ralf; Hensen, Benedikt; Neumann, Alexander Tobias; Martin, Anika Isabelle
Intelligente Benutzerschnittstellen in Räumen der erweiterten Realität
52. Kongress der Deutschen Gesellschaft für Psychologie Hildesheim 2022-09-10 - 2022-09-15 (2022)
[DOI: 10.13140/RG.2.2.34454.63043]

[Preprint]
Park, Gyunam; Küsters, Aaron Ruben; Tews, Mara; Pitsch, Cameron; Schneider, Jonathan; van der Aalst, Wil M. P.
Explainable Predictive Decision Mining for Operational Support
(2022)
[DOI: 10.48550/arXiv.2210.16786]

[Preprint]
Park, Gyunam; Benzin, Janik-Vasily; van der Aalst, Wil M. P.
Detecting Context-Aware Deviations in Process Executions
(2022)
[DOI: 10.48550/arXiv.2206.05532]

[Preprint]
Park, Gyunam; Adams, Jan Niklas; van der Aalst, Wil M. P.
OPerA: Object-Centric Performance Analysis
(2022)
[DOI: 10.48550/arXiv.2204.10662]

[Preprint]
Fani Sani, Mohammadreza; Vazifehdoostirani, Mozhgan; Park, Gyunam; Pegoraro, Marco; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Event Log Sampling for Predictive Monitoring
(2022)
[DOI: 10.48550/arXiv.2204.01470]

[Preprint]
Park, Gyunam; Comuzzi, Marco; van der Aalst, Wil M. P.
Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations
(2022)
[DOI: 10.48550/ARXIV.2203.12969]

[Preprint]
Adams, Jan Niklas; Park, Gyunam; Levich, Sergej; Schuster, Daniel; van der Aalst, Wil M. P.
A Framework for Extracting and Encoding Features from Object-Centric Event Data
(2022)
[DOI: 10.48550/arXiv.2209.01219]

[Preprint]
Weber, Julian; Berti, Alessandro; Park, Gyunam; Rafiei, Majid; van der Aalst, Wil M. P.
Interactive Process Identification and Selection from SAP ERP
(2022)
[DOI: 10.48550/arXiv.2212.06514]

[Book, Proceedings]
Scully-Allison, Connor (Editor); Liem, Radita Tapaning Hesti (Editor); Solorzano, Ana Veroneze (Editor)
PERMAVOST '22: proceedings of the 2nd Workshop on Performance EngineeRing, Modelling, Analysis, and VisualizatiOn Strategy : Co-located with: HPDC 2022
ACM conferences (2022)
[DOI: 10.1145/3526063]

[Contribution to a book]
Neumann, Alexander Tobias; Klamma, Ralf
Kollaborative Erstellung von intelligenten Mentoring-Bots als skalierbare Werkzeuge zur individuellen Unterstützung in der Hochschulbildung
Gemeinschaften in Neuen Medien. Digitalität und Diversität. Mit digitaler Transformation Barrieren überwinden!?, 104-112 (2022)
[DOI: 10.25368/2022.7]

[Dissertation / PhD Thesis]
Volk, Matthias
Dynamic fault trees: semantics, analysis and applications
(2022, 2023)
[DOI: 10.18154/RWTH-2023-04092]

[Contribution to a book, Contribution to a conference proceedings]
Barhoush, Mahdi; Ayad, Ahmad Said Yousf; Schmeink, Anke
Semi-supervised Algorithms in Resource-constrained Edge Devices: An Overview and Experimental Comparison
IEEE Congress on Cybermatics 2022, IEEE International Conferences on Internet of Things (iThings), IEEE Green Computing and Communications (GreenCom), IEEE Cyber, Physical and Social Computing (CPSCom), IEEE Smart Data (SmartData) : Cybermatics 2022, iThings 2022, GreenCom 2022, CPSCom 2022, SmartData 2022 : 22-25 August 2022, Espoo, Finland : proceedings / general chairs: Tarek Abdelzaher (University of Illinois at Urbana-Champaign, USA), Honggang Wang (University of Massachusetts Dartmouth, USA), Fan Wu (Shanghai Jiao Tong University, China), 555-559 (2022)
[DOI: 10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics55523.2022.00108]

[Contribution to a book, Contribution to a conference proceedings]
Kohankhaki, Mohammad; Ayad, Ahmad Said Yousf; Barhoush, Mahdi; Leibe, Bastian; Schmeink, Anke
Radiopaths: Deep Multimodal Analysis on Chest Radiographs
2022 IEEE International Conference on Big Data (Big Data) : 17-20 Dec. 2022, 3613-3621 (2022)
[DOI: 10.1109/BigData55660.2022.10020356]

[Contribution to a book, Contribution to a conference proceedings]
Paez-Granados, Diego; He, Yujie; Gonon, David; Jia, Dan; Leibe, Bastian; Suzuki, Kenji; Billard, Aude
Pedestrian-Robot Interactions on Autonomous Crowd Navigation: Reactive Control Methods and Evaluation Metrics
IROS 2022 Kyōto - IEEE/RSJ International Conference on Intelligent Robots and Systems : October 23-27, 2022, Kyōto International Conference Center, Japan / IEEE, IEEE Robotics & Automation Society, IES, RSJ, SICE, NIF - New Technology Foundation ; general chair: Shugen Ma (Ritsumeikan University, Japan) ; publications committee - chair: Zhidong Wang (Chiba Institute of Technology, Japan), co-chairs: Noriaki Ando (National Inst. of Advanced Industrial Science and Technology, Japan), Natsuki Yamanobe (National Inst. of Advanced Industrial Science and Technology, Japan), 149-156 (2022)
[DOI: 10.1109/IROS47612.2022.9981705]

[Contribution to a book, Contribution to a conference proceedings]
Jia, Dan; Hermans, Alexander; Leibe, Bastian
2D vs. 3D LiDAR-based Person Detection on Mobile Robots
IROS 2022 Kyōto - IEEE/RSJ International Conference on Intelligent Robots and Systems : October 23-27, 2022, Kyōto International Conference Center, Japan / IEEE, IEEE Robotics & Automation Society, IES, RSJ, SICE, NIF - New Technology Foundation ; general chair: Shugen Ma (Ritsumeikan University, Japan) ; publications committee - chair: Zhidong Wang (Chiba Institute of Technology, Japan), co-chairs: Noriaki Ando (National Inst. of Advanced Industrial Science and Technology, Japan), Natsuki Yamanobe (National Inst. of Advanced Industrial Science and Technology, Japan), 3604-3611 (2022)
[DOI: 10.1109/IROS47612.2022.9981519]

[Contribution to a conference proceedings]
Demiralp, Ali C.; Krüger, Marcel; Gerrits, Tim
MODE: A modern ordinary differential equation solver for C++ and CUDA
[International Conference Of Numerical Analysis And Applied Mathematics (ICNAAM22), 2022] (2022)

[Contribution to a book, Contribution to a conference proceedings]
Demiralp, Ali C.; Krüger, Marcel; Chao, Chu; Kuhlen, Torsten; Gerrits, Tim Stefan
Astray: A Performance-Portable Geodesic Ray Tracer
J. Bender, M. Botsch, and D. Keim (Eds.). Vision, Modeling, and Visualization, 91-98 (2022)
[DOI: 10.2312/vmv.20221208]

[Contribution to a book, Contribution to a conference proceedings]
Heimes, Karl; Evers, Marina; Gerrits, Tim; Gyawali, Sandeep; Sinden, David; Preusser, Tobias; Linsen, Lars
Studying the Effect of Tissue Properties on Radiofrequency Ablation by Visual Simulation Ensemble AnalysisEurographics Workshop on Visual Computing for Biology and Medicine
VCBM 2022 : Eurographics Workshop on Visual Computing for Biology and Medicine, 11 pages (2022)
[DOI: 10.2312/vcbm.20221187]

[Contribution to a book, Contribution to a conference proceedings]
Demiralp, Ali C.; Helmrich, Dirk Norbert; Jenke, Joachim; Kuhlen, Torsten; Gerrits, Tim Stefan
Performance Assessment of Diffusive Load Balancing for Distributed Particle Advection
30. Jubilee International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision WSCG 2020 Plzen, Czech Republic May 17 - 20, 2022 Proceedings : WSCG 2022 : Proceedings, 6-15 (2022)
[DOI: 10.24132/CSRN.3201.2]

[Journal Article]
Grohe, Martin; Lindner, Peter
Infinite Probabilistic Databases
Logical methods in computer science, 18, 1, 6945 (2022)
[DOI: 10.46298/LMCS-18(1:34)2022]

[Contribution to a book, Contribution to a conference proceedings]
Gervens, Timo Richard; Grohe, Martin
Graph Similarity Based on Matrix Norms
47th International Symposium on Mathematical Foundations of Computer Science : MFCS 2022, August 22-26, 2022, Vienna, Austria / edited by Stefan Szeider, Robert Ganian, Alexandra Silva, 52 ; [1]-15 (2022)
[DOI: 10.4230/LIPICS.MFCS.2022.52]

[Preprint]
Schweidtmann, Artur M.; Rittig, Jan Gerald; Weber, Jana M.; Grohe, Martin; Dahmen, Manuel; Leonhard, Kai; Mitsos, Alexander
Physical Pooling Functions in Graph Neural Networks for Molecular Property Prediction
(2022)
[DOI: 10.48550/ARXIV.2207.13779]

[Contribution to a conference proceedings]
Kremer, Gereon; Nalbach, Jasper Kurt Ferdinand
Cylindrical Algebraic Coverings for Quantifiers
[Satisfiability Checking and Symbolic Computation, SC² 2022] (2022)

[Preprint]
Böttcher, Luis Robert; Wolf, Hinrikus; Jung, Bastian; Lutat, Philipp Leonard; Trageser, Marc Roland; Pohl, Oliver; Ulbig, Andreas; Grohe, Martin
Solving AC Power Flow with Graph Neural Networks under Realistic Constraints
(2022)
[DOI: 10.48550/ARXIV.2204.07000]

[Preprint]
Weichwald, Sebastian; Mogensen, Søren Wengel; Lee, Tabitha Edith; Baumann, Dominik Oliver; Kroemer, Oliver; Guyon, Isabelle; Trimpe, Johann Sebastian; Peters, Jonas; Pfister, Niklas
Learning by Doing: Controlling a Dynamical System using Causality, Control, and Reinforcement Learning
(2022)

[Contribution to a conference proceedings]
Yang, Zijian; Gao, Yingbo; Gerstenberger, Alexander; Jiang, Jintao; Schlüter, Ralf; Ney, Hermann
Self-Normalized Importance Sampling for Neural Language Modeling
Interspeech 2022 : [Proceedings], 3909-3913 (2022)
[DOI: 10.21437/Interspeech.2022-10588]

[Contribution to a conference proceedings]
Zeineldeen, Mohammad; Xu, Jingjing; Lüscher, Christoph; Schlüter, Ralf; Ney, Hermann
Improving the Training Recipe for a Robust Conformer-based Hybrid Model
Interspeech 2022 : [Proceedings], 1036-1040 (2022)
[DOI: 10.21437/Interspeech.2022-10723]

[Contribution to a conference proceedings]
Meyer, Felix; Michel, Wilfried; Zeineldeen, Mohammad; Schlüter, Ralf; Ney, Hermann
Automatic Learning of Subword Dependent Model Scales
Interspeech 2022 : [Proceedings], 4133-3136 (2022)
[DOI: 10.21437/Interspeech.2022-10136]

[Preprint]
Bleher, Steffen; Heim, Steve; Trimpe, Johann Sebastian
Learning Fast and Precise Pixel-to-Torque Control
(2022)
[DOI: 10.48550/ARXIV.2208.02315]

[Contribution to a book, Contribution to a conference proceedings]
Weichwald, Sebastian; Mogensen, Søren Wengel; Lee, Tabitha Edith; Baumann, Dominik Oliver; Kroemer, Oliver; Guyon, Isabelle; Trimpe, Johann Sebastian; Peters, Jonas; Pfister, Niklas
Learning by Doing: Controlling a Dynamical System using Causality, Control, and Reinforcement Learning
NeurIPS 2021 Competition and Demonstration Track, 246-258 (2022)

[Preprint]
Sukhija, Bhavya; Turchetta, Matteo; Lindner, David; Krause, Andreas; Trimpe, Johann Sebastian; Baumann, Dominik Oliver
GoSafeOpt: Scalable Safe Exploration for Global Optimization of Dynamical Systems
(2022)
[DOI: 10.48550/arXiv.2201.09562]

[Contribution to a book, Contribution to a conference proceedings]
Schwinger, Felix; Forster, Lucas; Jarke, Matthias
Population Synthesis by Disaggregating OD Matrices with Time-Progressive Graphs for Agent-based Simulations
The 13th International Conference on Ambient Systems, Networks and Technologies (ANT) / The 5th International Conference on Emerging Data and Industry 4.0 (EDI40) / Edited by Elhadi Shakshuki, 560-567 (2022)
[DOI: 10.1016/j.procs.2022.03.072]

[Contribution to a book, Contribution to a conference proceedings]
Hecht, Christopher; Aghsaee, Roya; Schwinger, Felix Clemens; Figgener, Jan; Jarke, Matthias; Sauer, Dirk Uwe
Short-term prediction of electric vehicle charging station availability using cascaded machine learning models
6th E-Mobility Power System Integration Symposium (EMOB 2022) (2022)
[DOI: 10.1049/icp.2022.2719]

[Contribution to a book, Contribution to a conference proceedings]
Pfeiffer, Anke; Heinemann, Birte; Doveren, Jens; Schroeder, Ulrik
Implementing Learning Analytics-based Feedback in Online Laboratories—using the Example of a Remote Laboratory
Online-Labs in Education : proceedings of the 1st International Conference on Online-Labs in Education, 10 - 12 March 2022, Stuttgart, Germany / Dieter Uckelmann, Giovanni Romagnoli, Jannicke Baalsrud Hauge, Valentin Kammerlohr (eds.) (2022)
[DOI: 10.5771/9783957104106-245]

[Contribution to a book, Contribution to a conference proceedings]
Heinemann, Birte; Ehlenz, Matthias; Schroeder, Ulrik
Enhancing Serious Game-Based Teaching and Learning through Learning Analytics
Online-Labs in Education : proceedings of the 1st International Conference on Online-Labs in Education, 10 - 12 March 2022, Stuttgart, Germany / Dieter Uckelmann, Giovanni Romagnoli, Jannicke Baalsrud Hauge, Valentin Kammerlohr (eds.) (2022)
[DOI: 10.5771/9783957104106-127]

[Contribution to a book, Contribution to a conference proceedings]
Ehlenz, Matthias; Heinemann, Birte; Schroeder, Ulrik
Information Sources and their Potential for Multimodal Learning Analytics in Laboratory-based Learning
Online-Labs in Education : proceedings of the 1st International Conference on Online-Labs in Education, 10 - 12 March 2022, Stuttgart, Germany / Dieter Uckelmann, Giovanni Romagnoli, Jannicke Baalsrud Hauge, Valentin Kammerlohr (eds.) (2022)
[DOI: 10.5771/9783957104106-139]

[Contribution to a book, Contribution to a conference proceedings]
Doveren, Jens; Heinemann, Birte; Schroeder, Ulrik
Towards Guidelines for Data Protection and Privacy in Learning Analytics Implementation
Online-Labs in Education : proceedings of the 1st International Conference on Online-Labs in Education, 10 - 12 March 2022, Stuttgart, Germany / Dieter Uckelmann, Giovanni Romagnoli, Jannicke Baalsrud Hauge, Valentin Kammerlohr (eds.) (2022)
[DOI: 10.5771/9783957104106-45]

[Contribution to a conference proceedings]
Heinemann, Birte; Eilerts, Katja; Huhmann, Tobias; Schulte, Carsten
"Pentomino 3D" Werkstattbericht: SuS programmieren für SuS - ein Projektkurs
Proceedings of DELFI Workshops 2022 (2022)

[Contribution to a conference proceedings]
Heinemann, Birte; Görzen, Sergej; Röpke, René; Ehlenz, Matthias Siegfried; Schroeder, Ulrik
Offene Entwicklung nachhaltiger Bildungstechnologien
Proceedings of DELFI Workshops 2022 (2022)

[Contribution to a conference proceedings]
Görzen, Sergej; Heinemann, Birte; Heim; Schroeder, Ulrik
Open Educational Resources and Virtual Reality: An inventory
Proceedings of DELFI Workshops 2022 (2022)

[Contribution to a book, Journal Article]
Esteban, Isaac; Schmidt, Patrick; Desgrange, Audrey; Raiola, Morena; Temino, Susana; Meilhac, Sigolene; Kobbelt, Leif; Torres, Miguel
Pseudodynamic analysis of heart tube formation in the mouse reveals strong regional variability and early left-right asymmetry
Nature cardiovascular research, 1, 5, 504-517 (2022)
[DOI: 10.1038/s44161-022-00065-1]

[Contribution to a book, Contribution to a conference proceedings]
Liem, Radita Tapaning Hesti; Scully-Allison, Connor; Solorzano, Ana Veroneze; Keipert, Kristopher; Ferreira da Silva, Rafael; Kesavan, Suraj; Patel, Tirthak
PERMAVOST'22 Discussion Panel: Domain Scientists vs. Performance Analysis Tools: Advancing in HPC
PERMAVOST '22: proceedings of the 2nd Workshop on Performance EngineeRing, Modelling, Analysis, and VisualizatiOn Strategy : Co-located with: HPDC 2022 / sponsored by: ACM SIGARCH ; General Chairs: Connor Scully-Allison, University of Arizona, USA, Radita Liem, RWTH Aachen University, Germany Ana Veroneze Solorzano, Northeastern University, 23-24 (2022)
[DOI: 10.1145/3526063.3536197]

[Book, Proceedings]
Klemm, Michael (Editor); de Supinski, Bronis R. (Editor); Klinkenberg, Jannis (Editor); Neth, Brandon (Editor)
OpenMP in a modern world : from multi-device support to meta programming : 18th International Workshop on OpenMP, IWOMP 2022, Chattanooga, TN, USA, September 27-30, 2022, proceedings
Lecture notes in computer science 13527 (2022)
[DOI: 10.1007/978-3-031-15922-0]

[Master Thesis]
Gehrmann, Julia
Designing a data access and integration workflow for medical data science: a use case of compiling a reusable data set for primary tumor discovery at MeDIC Cologne
(2022, 2023)
[DOI: 10.18154/RWTH-2023-03583]

[Journal Article]
Schön, Carl-Friedrich; van Bergerem, Steffen; Mattes, Christian; Yadav, Aakash; Grohe, Martin; Kobbelt, Leif; Wuttig, Matthias
Classification of properties and their relation to chemical bonding: Essential steps toward the inverse design of functional materials
Science advances, 8, 47, eade0828 (2022)
[DOI: 10.1126/sciadv.ade0828]

[Journal Article]
Klimm, Florian; Jones, Nick S.; Schaub, Michael Thomas
Modularity Maximization for Graphons
SIAM journal on applied mathematics, 82, 6, 1930-1952 (2022)
[DOI: 10.1137/22M1492003]

[Contribution to a book, Contribution to a conference proceedings]
Calmon, Lucille; Schaub, Michael Thomas; Bianconi, Ginestra
Higher-order signal processing with the Dirac operator
2022 56th Asilomar Conference on Signals, Systems, and Computers : [Proceedings], 925-929 (2022)
[DOI: 10.1109/IEEECONF56349.2022.10052062]

[Contribution to a book, Contribution to a conference proceedings]
Zhu, Jiong; Jin, Junchen; Loveland, Donald; Schaub, Michael Thomas; Koutra, Danai
How does Heterophily Impact the Robustness of Graph Neural Networks?
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2637-2647 (2022)
[DOI: 10.1145/3534678.3539418]

[Preprint]
Loveland, Donald; Zhu, Jiong; Heimann, Mark; Fish, Ben; Schaub, Michael Thomas; Koutra, Danai
On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods
8. International Workshop on Deep Learning on Graphs (2022)
[DOI: 10.48550/ARXIV.2207.04376]

[Preprint]
Neuhäuser, Leonie Lisa; Karimi, Fariba; Bachmann, Jan; Strohmaier, Markus Bernhard; Schaub, Michael Thomas
Improving the visibility of minorities through network growth interventions
(2022)
[DOI: 10.48550/arXiv.2208.03263]

[Preprint]
Stamm, Felix Ihno; Scholkemper, Michael; Strohmaier, Markus; Schaub, Michael Thomas
Neighborhood Structure Configuration Models
(2022)
[DOI: 10.48550/arXiv.2210.06843]

[Contribution to a conference proceedings]
Ensinger, Katharina; Solowjow, Friedrich; Ziesche, Sebastian; Tiemann, Michael; Trimpe, Johann Sebastian
Structure-Preserving Gaussian Process Dynamics
[European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases] (2022)

[Contribution to a conference proceedings]
Qian, Chendi; Rattan, Gaurav; Geerts, Floris; Morris, Christopher; Nieper, Mathias
Ordered Subgraph Aggregation Networks
Thirty-Sixth Conference on Neural Information Processing Systems : NeurIPS 2022 : New Orleans, Louisiana, United States of America Nov 28 2022 (2022)

[Contribution to a book, Contribution to a conference proceedings]
Von Rohr, Alexander; Solowjow, Friedrich; Trimpe, Johann Sebastian
Improving the Performance of Robust Control through Event-Triggered Learning
2022 IEEE 61st Conference on Decision and Control (CDC) : 6-9 Dec. 2022, 3424-3430 (2022, 2023)
[DOI: 10.1109/CDC51059.2022.9993350]

[Contribution to a book, Contribution to a conference proceedings]
Jammer, Tim; Hück, Alexander; Lehr, Jan-Patrick; Jenke, Joachim; Schwitanski, Simon; Bischof, Christian
Towards a Hybrid MPI Correctness Benchmark Suite
EuroMPI/USA'22: 29th European MPI Users' Group Meeting, 46-56 (2022)
[DOI: 10.1145/3555819.3555853]

[Preprint]
Von Rohr, Alexander; Solowjow, Friedrich; Trimpe, Johann Sebastian
Improving the Performance of Robust Control through Event-Triggered Learning
(2022)
[DOI: 10.48550/ARXIV.2207.14252]

[Journal Article]
Kiefer, Sandra; Schweitzer, Pascal; Selman, Aziz Erkal
Graphs Identified by Logics with Counting
ACM transactions on computational logic, 23, 1, 1-31 (2022)
[DOI: 10.1145/3417515]

[Contribution to a book, Contribution to a conference proceedings]
Geng, Jiahui; Rehman, Ali Akbar; Mou, Yongli; Decker, Stefan Josef; Rong, Chunming
Blockchain-based Cross-organizational Workflow Platform
2022 IEEE International Conference on Cloud Computing Technology and Science (CloudCom) : 13-16 Dec. 2022, 53-59 (2022, 2023)
[DOI: 10.1109/CloudCom55334.2022.00018]

[Contribution to a book, Contribution to a conference proceedings]
Angelidis, Emmanouil; Bender, Jan Stephen; Arreguit, Jonathan; Gleim, Lars; Wang, Wei; Axenie, Cristian; Knoll, Alois; Ijspeert, Auke
Gazebo Fluids: SPH-based simulation of fluid interaction with articulated rigid body dynamics
IROS 2022 Kyōto - IEEE/RSJ International Conference on Intelligent Robots and Systems : October 23-27, 2022, Kyōto International Conference Center, Japan / IEEE, IEEE Robotics & Automation Society, IES, RSJ, SICE, NIF - New Technology Foundation ; general chair: Shugen Ma (Ritsumeikan University, Japan) ; publications committee - chair: Zhidong Wang (Chiba Institute of Technology, Japan), co-chairs: Noriaki Ando (National Inst. of Advanced Industrial Science and Technology, Japan), Natsuki Yamanobe (National Inst. of Advanced Industrial Science and Technology, Japan), 11238-11245 (2022)
[DOI: 10.1109/IROS47612.2022.9982036]

[Conference Presentation]
Slupczynski, Michal Piotr; Sanusi, Khaleel Asyraaf Mat; Klemke, Roland; Urlings, Corrie; Shingjergji, Krist
[workshop] Multimodality and AI in Online Education
16. EATEL Summer School on Technology Enhanced Learning 2022 Sani, Halkidiki 2023-05-21 - 2023-05-28 (2022)

[Contribution to a book, Contribution to a conference proceedings]
Schwitanski, Simon; Jenke, Joachim; Tomski, Felix; Terboven, Christian; Müller, Matthias S.
On-the-Fly Data Race Detection for MPI RMA Programs with MUST
Proceedings of Correctness 2022: 6th International Workshop on Software Correctness for HPC Applications, Held in conjunction with SC 2022: The International Conference for High Performance Computing, Networking, Storage and Analysis, 27-36 (2022, 2023)
[DOI: 10.1109/Correctness56720.2022.00009]

[Contribution to a book, Contribution to a conference proceedings]
Glebke, René; Scheiper, Jan; Lenz, Stefan Walter; Stoffers, Mirko; Wehrle, Klaus
Harnessing Cooperative Anycast Communication for Increased Resilience in Wireless Control
2022 IEEE 61st Conference on Decision and Control (CDC) : 6-9 Dec. 2022, 7395-7402 (2022, 2023)
[DOI: 10.1109/CDC51059.2022.9992864]

[Contribution to a conference proceedings]
Molinas Comet, Lina Teresa; Dimiriadis, Iraklis; Sapel, Patrick; Decker, Stefan Josef; Hopmann, Christian
Establishment of a Guideline for the Intuitive Creation of Semantic Models in the Internet of Production (IoP)
NFDI4Ing Conference 2022 - Conference Contributions / Editor(s): Hamann, Tobias; Moser, Mario; Zeng, Michael, 62 Seiten (2022)

[Contribution to a conference proceedings]
Kim, Soo-Yon; Hillemacher, Steffen
Implementing usability-improved data management plans in interdisciplinary engineering projects
NFDI4Ing Conference 2022 - Conference Contributions / Editor(s): Hamann, Tobias; Moser, Mario; Zeng, Michael, [1]-9 (2022)

[Contribution to a conference proceedings]
Leštáková, Michaela; Heine, Ina; Pelz, Peter F.; Pelz, Peter (Editor); Stäcker, Thomas (Editor); Schmitt, Robert H. (Editor); Sens, Irina (Editor); Heine, Ina (Editor); Binnig, Carsten (Editor); Gehring, Petra (Editor); Krafczyk, Manfred (Editor); Flemisch, Bernd (Editor); Gericke, Regine (Editor); Watanabe, Satoshi (Editor); Decker, Stefan Josef (Editor); Horsch, Martin (Editor); Vasiljevic, Nikola (Editor); Küsters, Ulrike (Editor); Greene, Gretchen (Editor); Wyngaard, Jane (Editor); Stemmer, Christian (Editor); Müller, Matthias S. (Editor); Wu, Dazhuan (Editor); Streit, Achim (Editor); Langenbach, Christian (Editor); Legner, Christine (Editor); Rapp, Andrea (Editor); Logan, Kevin (Editor)
Governance and technology for open peer review in a FAIR open access journal
NFDI4Ing Conference 2022 - Conference Contributions / Editor(s): Hamann, Tobias; Moser, Mario; Zeng, Michael, 34 Seiten (2022)
[DOI: 10.18154/RWTH-2023-02361]

[Journal Article]
Böckenhauer, Hans-Joachim; Fuchs, Janosch; Unger, Walter
Exploring sparse graphs with advice
Information and computation, 289, 104950 (2022)
[DOI: 10.1016/j.ic.2022.104950]

[Journal Article]
Klamma, Ralf; Kravčík, Miloš; Pammer-Schindler, Viktoria; Popescu, Elvira
Editorial: Intelligence Support for Mentoring Processes in Higher Education (and Beyond)
Frontiers in artificial intelligence, 5, 935020 (2022)
[DOI: 10.3389/frai.2022.935020]

[Contribution to a book]
Jansen, Nils; Junges, Sebastian; Katoen, Joost-Pieter
Parameter Synthesis in Markov Models: A Gentle Survey
Principles of systems design : essays dedicated to Thomas A. Henzinger on the occasion of his 60th birthday / Jean-Francois Raskin, Krishnendu Chatterjee, Laurent Doyen, Rupak Majumdar (eds.), 407-437 (2022)
[DOI: 10.1007/978-3-031-22337-2_20]

[Contribution to a conference proceedings, Journal Article]
Ahrens, Emma; Bozga, Marius; Iosif, Radu; Katoen, Joost-Pieter
Reasoning about distributed reconfigurable systems
Proceedings of the ACM on programming languages, 6, OOPSLA2, 145-174 (2022)
[DOI: 10.1145/3563293]

[Contribution to a book, Contribution to a conference proceedings]
Basgöze, Daniel; Volk, Matthias; Katoen, Joost-Pieter; Khan, Shahid; Stoelinga, Marielle
BDDs Strike Back: Efficient Analysis of Static and Dynamic Fault Trees
NASA Formal Methods : 14th International Symposium, NFM 2022, Pasadena, CA, USA, May 24-27, 2022, Proceedings / edited by Jyotirmoy V. Deshmukh, Klaus Havelund, Ivan Perez, 713-732 (2022)
[DOI: 10.1007/978-3-031-06773-0_38]

[Contribution to a book, Contribution to a conference proceedings]
Li, Tian; van Zelst, Sebastiaan Johannes
Cache Enhanced Split-Point-Based Alignment Calculation
2022 4th International Conference on Process Mining (ICPM), 23-28 Oct. 2022, 120-127 (2022)
[DOI: 10.1109/ICPM57379.2022.9980633]

[Contribution to a book, Contribution to a conference proceedings]
Foyer, Clement; Goglin, Brice; Jeannot, Emmanuel; Klinkenberg, Jannis; Kozhokanova, Anara; Terboven, Christian
H2M : Towards Heuristics for Heterogeneous Memory
2022 IEEE International Conference on Cluster Computing : Cluster 2022 : Heidelberg, Germany, 6-9 September 2022 : proceedings / publisher: IEEE, 498-499 (2022)
[DOI: 10.1109/CLUSTER51413.2022.00060]

[Contribution to a book, Contribution to a conference proceedings]
Geiss, Sebastian; Jentzsch, Tim; Wild, Nils; Plewnia, Christian
Automatic Programming Assessment System for a Computer Science Bridge Course - An Experience Report
2022 29th Asia-Pacific Software Engineering Conference (APSEC) : 6-9 Dec. 2022, 527-536 (2022)
[DOI: 10.1109/APSEC57359.2022.00074]

[Dissertation / PhD Thesis]
Hartmann, Tim Adrian
Facility location on graphs
(2022, 2023)
[DOI: 10.18154/RWTH-2023-01837]

[Contribution to a book, Contribution to a conference proceedings]
Trinh, Minh; Behery, Mohamed Anwar Abdellatif; Emara, Mahmoud; Lakemeyer, Gerhard; Storms, Simon; Brecher, Christian
Dynamics Modeling of Industrial Robots Using Transformer Networks
2022 Sixth IEEE International Conference on Robotic Computing : IRC 2022 : virtual conference, 05-07 December 2022 : proceedings / honorary chairman: Jeffrey J.P. Tsai (Asia University, Taiwan) ; general co-chairs: Davide Brugali (University of Bergamo, Italy), Jean-Claude Latombe (Stanford University, USA), Phillip Sheu (University of California, Irvine, USA), 164-171 (2022, 2023)
[DOI: 10.1109/IRC55401.2022.00035]

[Contribution to a book, Contribution to a conference proceedings]
Petersen, Marvin; Werner, Kilian; Schnorr, Andrea; Kuhlen, Torsten; Garth, Christoph
A Prototype for Pipeline-Composable Task-Based Visualization Algorithms
2022 IEEE 12th Symposium on Large Data Analysis and Visualization : LDAV 2022 : Oklahoma City, USA (hybrid), 16 October 2022 : proceedings / symposium chairs: Peer-Timo Bremer (Lawrence Livermore National Laboratory), Kristi Potter (National Renewable Energy Laboratory), Chaoli Wang (University of Notre Dame), 25-35 (2022)
[DOI: 10.1109/LDAV57265.2022.9966395]

[Contribution to a book, Contribution to a conference proceedings]
Fiedler, Christian Martin; Scherer, Carsten W.; Trimpe, Johann Sebastian
Learning Functions and Uncertainty Sets Using Geometrically Constrained Kernel Regression
2022 IEEE 61st Conference on Decision and Control (CDC) : 6-9 Dec. 2022, 2141-2146 (2022, 2023)
[DOI: 10.1109/CDC51059.2022.9993144]

[Contribution to a book, Contribution to a conference proceedings]
Brunzema, Paul Jakob; Von Rohr, Alexander; Trimpe, Johann Sebastian
On Controller Tuning with Time-Varying Bayesian Optimization
2022 IEEE 61st Conference on Decision and Control (CDC) : 6-9 Dec. 2022, 4046-4052 (2022, 2023)
[DOI: 10.1109/CDC51059.2022.9992649]

[Contribution to a conference proceedings]
Fathi, Fatemeh; Zagler, Philipp; Adelberg, Björn
MyEduLife: The Blockchain as a Tool for Decentralized Storage of Individual Continuing Education Biographies
[Moving Target Digitalization 2022: Increasing the Impact of Internationalization in Higher Education, 2022-11-30 - 2022-12-02, Berlin, Germany] (2022)
[DOI: 10.13140/RG.2.2.14073.75360]

[Conference Presentation]
Towara, Markus; Schmitz, Niklas; Kemlin, Gaspard
Automatic Differentiation for Quantum Electron Structure
JuliaCon 2022 Online 2022-07-27 - 2022-07-29 (2022)

[Dissertation / PhD Thesis]
Barthels, Henrik
Linnea: a compiler for mapping linear algebra problems onto high-performance kernel libraries
(2022, 2023)
[DOI: 10.18154/RWTH-2023-01193]

[Contribution to a book, Contribution to a conference proceedings]
Orland, Fabian; Brose, Kim Sebastian; Bissantz, Julian; Ferraro, Federica; Terboven, Christian; Hasse, Christian
A Case Study on Coupling OpenFOAM with Different Machine Learning Frameworks
[Proceedings of AI4S: Artificial Intelligence and Machine Learning for Scientific Applications. - Dallas, Texas, USA, November 13-18, 2022], 7-12 (2022, 2023)
[DOI: 10.1109/AI4S56813.2022.00007]

[Contribution to a book, Contribution to a conference proceedings]
Schuster, Daniel; Martini, Michael; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Control-Flow-Based Querying of Process Executions from Partially Ordered Event Data
Service-Oriented Computing : 20th International Conference, ICSOC 2022, Seville, Spain, November 29 - December 2, 2022, Proceedings / edited by Javier Troya, Brahim Medjahed, Mario Piattini, Lina Yao, Pablo Fernández, Antonio Ruiz-Cortés, 19-35 (2022)
[DOI: 10.1007/978-3-031-20984-0_2]

[Contribution to a book, Contribution to a conference proceedings]
Gräfe, Alexander Stephan; Baumann, Dominik; Trimpe, Johann Sebastian
Towards remote fault detection by analyzing communication priorities
2022 IEEE 61st Conference on Decision and Control (CDC) : 6-9 Dec. 2022, 1758-1763 (2022, 2023)
[DOI: 10.1109/CDC51059.2022.9993293]

[Journal Article]
Deussen, Jens; Naumann, Uwe
Subdomain separability in global optimization
Journal of global optimization (2022)
[DOI: 10.1007/s10898-022-01265-6]

[Contribution to a book, Contribution to a conference proceedings]
Büsing, Christina Maria Katharina; Koster, Arie Marinus; Schmitz, Sabrina
On the complexity of robust transshipment under consistent flow constraints
Network Optimization INOC 2022 : 10th International Network Optimization Conference, Aachen, Germany, June 7-10, 2022 : Proceedings / Editors: Christina Büsing, Arie M.C.A. Koster, 57-62 (2022)
[DOI: 10.48786/inoc.2022.11]

[Bachelor Thesis]
Meiser, Dominic Sebastian; Fesefeldt, Ira Justus
Design and evaluation of a probabilistic pointer programming language using Monte-Carlo simulation
(2022)

[Bachelor Thesis]
Tugsbayar, Jan Jeremy; Fesefeldt, Ira Justus
Verification of leader election protocols for dynamic networks
(2022)

[Journal Article]
Cubuktepe, Murat; Jansen, Nils; Junges, Sebastian; Katoen, Joost-Pieter; Topcu, Ufuk
Convex Optimization for Parameter Synthesis in MDPs
IEEE transactions on automatic control, 67, 12, 6333-6348 (2022)
[DOI: 10.1109/TAC.2021.3133265]

[Contribution to a book, Contribution to a conference proceedings]
Zeineldeen, Mohammad; Xu, Jingjing; Luscher, Christoph; Michel, Wilfried; Gerstenberger, Alexander; Schlüter, Ralf; Ney, Hermann
Conformer-Based Hybrid ASR System For Switchboard Dataset
2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 7437-7441 (2022)
[DOI: 10.1109/ICASSP43922.2022.9746377]

[Contribution to a book, Contribution to a conference proceedings]
Wynands, Nils-Philipp; Michel, Wilfried; Rosendahl, Jan; Schlüter, Ralf; Ney, Hermann
Efficient Sequence Training of Attention Models Using Approximative Recombination
2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 8002-8006 (2022)
[DOI: 10.1109/ICASSP43922.2022.9746814]

[Contribution to a book, Contribution to a conference proceedings]
Zhou, Wei; Zheng, Zuoyun; Schlüter, Ralf; Ney, Hermann
On Language Model Integration for RNN Transducer Based Speech Recognition
2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 8407-8411 (2022)
[DOI: 10.1109/ICASSP43922.2022.9746948]

[Dissertation / PhD Thesis]
Subramanian, Krishna
Lowering the barriers to hypothesis-driven data science
(2022, 2023)
[DOI: 10.18154/RWTH-2023-00739]

[Contribution to a book, Contribution to a conference proceedings]
Henn, Thomas; Völker, Marcus; Kowalewski, Stefan; Trinh, Minh; Petrovic, Oliver; Brecher, Christian
Verification of Behavior Trees using Linear Constrained Horn Clauses
Formal Methods for Industrial Critical Systems (fmics 2022), 211-225 (2022)
[DOI: 10.1007/978-3-031-15008-1_14]

[Journal Article]
van der Blom, Koen; Hoos, Holger Hendrik; Luo, Chuan; Rook, Jeroen G.
Sparkle: Toward Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems
IEEE transactions on evolutionary computation, 26, 6, 1351-1364 (2022)
[DOI: 10.1109/TEVC.2022.3215013]

[Contribution to a book, Contribution to a conference proceedings]
Caesar, Birte; Jansen, Nico; Weigand, Maximillian; Ramonat, Malte; Gundlach, Claas Steffen; Fay, Alexander; Rumpe, Bernhard
Extracting Functional Machine Knowledge from STEP Files for Digital Twins
2022 27th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) : 6-9 Sept. 2022 / [IEEE Industrial Electronics Society, IEEE] (2022)
[DOI: 10.1109/ETFA52439.2022.9921451]

[Contribution to a book, Contribution to a conference proceedings]
Lichter, Horst; Aydin, Selin; Sunetnanta, Thanwadee; Anwar, Toni
Report on the 10th International Workshop on Quantitative Approaches to Software Quality
Joint Proceedings of the 10th International Workshop on Quantitative Approaches to Software Quality (QuASoQ 2022) & the 6th Software Engineering Education Workshop (SEED 2022) co-located with the 29th Asia Pacific Software Engineering Conference (APSEC 2022)virtual, December 6th, 2022 / Edited by Horst Lichter, Selin Aydin, Thanwadee Sunetnanta, Toni Anwar, Eng Lieh Ouh, Bimlesh Wadhwa, Shailey Chawla, Kuldeep Kumar, Bharti Suri, Benjamin Gan, 1-3 (2022)
[DOI: 10.18154/RWTH-CONV-250295]

[Contribution to a book, Contribution to a conference proceedings]
Maqsood, Ather; Alexander, Peter; Lichter, Horst; Tanachutiwat, Sansiri
A Viewpoints-Based Analysis of Enterprise Architecture Debt
Proceedings of the 5th International Conference on Signal Processing and Information Communications / edited by Chua-Chin Wang, Arumugam Nallanathan, 133-154 (2022)
[DOI: 10.1007/978-3-031-13181-3_11]

[Contribution to a book, Contribution to a conference proceedings]
Soe, Nan Than Than; Wild, Nils Alexander; Tanachutiwat, Sansiri; Lichter, Horst
Design and Implementation of a Test Automation Framework for Configurable Devices
2022 4th Asia Pacific Information Technology Conference, 200-207 (2022)
[DOI: 10.1145/3512353.3512383]

[Dissertation / PhD Thesis]
Zeyer, Albert
Neural network based modeling and architectures for automatic speech recognition and machine translation
(2022, 2023)
[DOI: 10.18154/RWTH-2023-00619]

[Contribution to a book, Contribution to a conference proceedings]
Raissi, Tina; Beck, Eugen; Schlüter, Ralf; Ney, Hermann
Improving Factored Hybrid HMM Acoustic Modeling without State Tying
2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 7442-7446 (2022)
[DOI: 10.1109/ICASSP43922.2022.9747581]

[Contribution to a book, Contribution to a conference proceedings]
Liu, Yang; Zülfikar, Idil Esen; Luiten, Jonathon Tyler; Dave, Achal; Ramanan, Deva; Leibe, Bastian; Osep, Aljosa; Leal-Taixe, Laura
Opening up Open World Tracking
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition : New Orleans, Louisiana, 19-24 June 2022 : proceedings / general chairs: Rama Chellappa, Jiri Matas, Long Quan, Mubarak Shah, 19023-19033 (2022)
[DOI: 10.1109/CVPR52688.2022.01846]

[Contribution to a book, Contribution to a conference proceedings]
Peri, Neehar; Luiten, Jonathon Tyler; Li, Mengtian; Osep, Aljosa; Leal-Taixe, Laura; Ramanan, Deva
Forecasting from LiDAR via Future Object Detection
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition : New Orleans, Louisiana, 19-24 June 2022 : proceedings / general chairs: Rama Chellappa, Jiri Matas, Long Quan, Mubarak Shah, 1781-1790 (2022)
[DOI: 10.1109/CVPR52688.2022.01669]

[Contribution to a book, Contribution to a conference proceedings, Poster]
Schnakenbeck, Aron; Mroß, Robin; Völker, Marcus; Kowalewski, Stefan; Fay, Alexander
Transformation von GRAFCET in GAL auf Basis eines ausführlichen Metamodells zur Verifikation von Entwurfsfehlern
Entwurf komplexer Automatisierungssysteme : Beschreibungsmittel, Methoden, Werkzeuge und Anwendungen / Ulrich Jumar, Christian Diedrich (Hrsg.), 18 Seiten (2022)

[Journal Article]
Mroß, Robin; Schnakenbeck, Aron; Völker, Marcus; Fay, Alexander; Kowalewski, Stefan
Transformation of GRAFCET Into GAL for Verification Purposes Based on a Detailed Meta-Model
IEEE access, 10, 125652-125665 (2022)
[DOI: 10.1109/ACCESS.2022.3225736]

[Contribution to a book, Contribution to a conference proceedings]
Buglowski, Mateusz; Pfannschmidt, Valerie; Becker, Sabine; Braun, Oliver; Hutten, Matthias; Ophelders, Daan; Oprea, Camelia; Pattai, Steffen; Schoberer, Mark; Stollenwerk, Andre
Closed-Loop Control of Arterial CO2 in Mechanical Ventilation of Neonates
44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) / pre-conference workshops & social events: Monday, July 11, 2022, conference dates: Tuesday, July 12-Friday, July 15, 2022 / conference chair: Christopher James (University of Warwick), conference co-chair: James Patton (University of Chicago) ; programm chair: Ron Summers (Collegium Basilea), 4991-4995 (2022)
[DOI: 10.1109/EMBC48229.2022.9871185]

[Journal Article]
Riillo, Cesare Antonio Fabio; Jakobs, Kai
Luring European SMEs into ICT Standardization-Problems, Issues, and a Potential Way Forward
IEEE transactions on engineering management : EM, 1-12 (2022)
[DOI: 10.1109/TEM.2022.3226121]

[Journal Article]
Linnartz, Maria; Kim, Soo-Yon; Perau, Martin; Schröer, Tobias; Geisler, Sandra; Decker, Stefan Josef
Unternehmensübergreifendes Datenqualitätsmanagement : Entwicklung eines Rahmenwerks zur Analyse der Stammdatenqualität in Kunden-Lieferanten-Beziehungen
Zeitschrift für wirtschaftlichen Fabrikbetrieb, 117, 12, 851-855 (2022)
[DOI: 10.1515/zwf-2022-1167]

[Journal Article]
Das, Avinandan; Kanesh, Lawqueen; Madathil, Jayakrishnan; Muluk, Komal; Purohit, Nidhi; Saurabh, Saket
On the complexity of singly connected vertex deletion
Theoretical computer science, 934, 47-64 (2022)
[DOI: 10.1016/j.tcs.2022.08.012]

[Contribution to a conference proceedings]
Walter, Marian; Stollenwerk, André; Eckstein, Lutz; Kowalewski, Stefan; Leonhardt, Steffen
PV1000 - Interdisziplinäre Entwicklung eines Pandemie-Beatmungsgerätes
MT-2022 Tagungsband, 169 (2022)

[Contribution to a book]
de Murillas, Eduardo Gonzalez Lopez; Reijers, Hajo A.; van der Aalst, Wil M. P.
Data-Aware Process Oriented Query Language
Process querying methods / Artem Polyvyanyy editor, 49-83 (2021, 2022)
[DOI: 10.1007/978-3-030-92875-9_3]

[Contribution to a book, Contribution to a conference proceedings]
Schuster, Daniel; Domnitsch, Emanuel; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
A Generic Trace Ordering Framework for Incremental Process Discovery
Advances in intelligent data analysis XX : 20th International Symposium on Intelligent Data Analysis, IDA 2022 : Rennes, France, April 20-22, 2022 : proceedings / Tassadit Bouadi, Elisa Fromont, Eyke Hüllermeier (eds.), 264-277 (2022)
[DOI: 10.1007/978-3-031-01333-1_21]

[Contribution to a book, Contribution to a conference proceedings]
van der Aalst, Wil M. P.
Process Mining : A 360 Degree Overview
Process mining handbook / Wil M. P. van der Aalst, Josep Carmona (eds.), 3-34 (2022)
[DOI: 10.1007/978-3-031-08848-3_1]

[Contribution to a book, Contribution to a conference proceedings]
van der Aalst, Wil M. P.
Foundations of Process Discovery
Process mining handbook / Wil M. P. van der Aalst, Josep Carmona (eds.), 37-75 (2022)
[DOI: 10.1007/978-3-031-08848-3_2]

[Contribution to a book, Contribution to a conference proceedings]
van der Aalst, Wil M. P.; Carmona, Josep
Scaling Process Mining to Turn Insights into Actions
Process mining handbook / Wil M. P. van der Aalst, Josep Carmona (eds.), 495-502 (2022)
[DOI: 10.1007/978-3-031-08848-3_17]

[Contribution to a book, Contribution to a conference proceedings]
Burke, Adam T.; Leemans, Sander Jacobus Johannes; Wynn, Moe T.; van der Aalst, Wil M. P.; ter Hofstede, Arthur H. M.
Stochastic Process Model-Log Quality Dimensions: An Experimental Study
2022 4th International Conference on Process Mining (ICPM), 23-28 Oct. 2022, 80-87 (2022)
[DOI: 10.1109/ICPM57379.2022.9980707]

[Contribution to a book, Contribution to a conference proceedings]
Bakullari, Bianka; van der Aalst, Wil M. P.
High-Level Event Mining: A Framework
2022 4th International Conference on Process Mining : ICPM 2022 : Bolzano, Italy, October 23-28, 2022 : proceedings / editors: Andrea Burattin, Artem Polyvyanyy, Barbara Weber ; IEEE Computational Intelligence Society, 136-143 (2022)
[DOI: 10.1109/ICPM57379.2022.9980816]

[Contribution to a book, Contribution to a conference proceedings]
Adams, Jan Niklas; Schuster, Daniel; Schmitz, Seth; Schuh, Günther; van der Aalst, Wil M. P.
Defining Cases and Variants for Object-Centric Event Data
2022 4th International Conference on Process Mining (ICPM), 23-28 Oct. 2022, 128-135 (2022)
[DOI: 10.1109/ICPM57379.2022.9980730]

[Preprint]
Goossens, Alexandre; De Smedt, Johannes; Vanthienen, Jan; van der Aalst, Wil M. P.
Enhancing Data-Awareness of Object-Centric Event Logs
(2022)
[DOI: 10.18154/RWTH-2023-00102]

[Preprint]
Pegoraro, Marco; Uysal, Merih Seran; Hülsmann, Tom-Hendrik; van der Aalst, Wil M. P.
Resolving Uncertain Case Identifiers in Interaction Logs: A User Study
(2022)
[DOI: 10.48550/arXiv.2212.00009]

[Preprint]
Wagner, Miriam; Helal, Hayyan; Röpke, René; Judel, Sven; Doveren, Jens; Görzen, Sergej; Soudmand, Pouya; Lakemeyer, Gerhard; Schroeder, Ulrik; van der Aalst, Wil M. P.
A Combined Approach of Process Mining and Rule-based AI for Study Planning and Monitoring in Higher Education
(2022)
[DOI: 10.18154/RWTH-2023-00100]

[Preprint]
Schuster, Daniel; Martini, Michael; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Control-Flow-Based Querying of Process Executions from Partially Ordered Event Data
(2022, 2023)
[DOI: 10.18154/RWTH-2023-00098]

[Preprint]
Kohlschmidt, Christian; Qafari, Mahnaz Sadat; van der Aalst, Wil M. P.
Detecting Surprising Situations in Event Data
(2022)
[DOI: 10.48550/arXiv.2208.13515]

[Preprint]
Adams, Jan Niklas; Schuster, Daniel; Schmitz, Seth; Schuh, Günther; van der Aalst, Wil M. P.
Defining Cases and Variants for Object-Centric Event Data
(2022)
[DOI: 10.18154/RWTH-2023-00094]

[Preprint]
Farhang Ghahfarokhi, Anahita; Akoochekian, Fatemeh; Zandkarimi, Fareed; van der Aalst, Wil M. P.
Clustering Object-Centric Event Logs
(2022)
[DOI: 10.18154/RWTH-2023-00093]

[Preprint]
Rohrer, Timo; Ghahfarokhi, Anahita Farhang; Behery, Mohamed; Lakemeyer, Gerhard; van der Aalst, Wil M. P.
Predictive Object-Centric Process Monitoring
(2022)

[Preprint]
van der Aalst, Wil M. P.
Six Levels of Autonomous Process Execution Management (APEM)
(2022)
[DOI: 10.18154/RWTH-2023-00090]

[Preprint]
Berti, Alessandro; Nghia, Minh Phan; van der Aalst, Wil M. P.
PM4Py-GPU : a High-Performance General-Purpose Library for Process Mining
(2022)
[DOI: 10.18154/RWTH-2023-00089]

[Preprint]
Narayana, Madhavi Bangalore Shankara; Benevento, Elisabetta; Pegoraro, Marco; Abdullah, Muhammad; Shahid, Rahim Bin; Sajid, Qasim; Mansoor, Muhammad Usman; van der Aalst, Wil M. P.
A Web-Based Tool for Comparative Process Mining
(2022)

[Preprint]
van der Aalst, Wil M. P.
How to Write Beautiful Process-and-Data-Science Papers?
(2022)

[Book, Proceedings]
van der Aalst, Wil M. P. (Editor); Carmona, Josep (Editor)
Process Mining Handbook
Lecture notes in business information processing 448 (2022)
[DOI: 10.1007/978-3-031-08848-3]

[Contribution to a conference proceedings, Journal Article]
Dobe, Oyendrila; Ábrahám, Erika; Bartocci, Ezio; Bonakdarpour, Borzoo
Model checking hyperproperties for Markov decision processes
Information and Computation, 289, Part B, 104978 (2022)
[DOI: 10.1016/j.ic.2022.104978]

[Contribution to a book, Contribution to a conference proceedings]
Lomidze, Giorgi; Schuster, Daniel; Li, Chiao-Yun; van Zelst, Sebastiaan Johannes
Enhanced Transformation of BPMN Models with Cancellation Features
Enterprise design, operations, and computing : 26th International Conference, EDOC 2022, Bozen-Bolzano, Italy, October 3-7, 2022 : proceedings / João Paulo A. Almeida, Dimka Karastoyanova, Giancarlo Guizzardi, Marco Montali, Fabrizio Maria Maggi, Claudenir M. Fonseca (eds.), 128-144 (2022)
[DOI: 10.1007/978-3-031-17604-3_8]

[Book, Proceedings]
Büsing, Christina Maria Katharina (Editor); Koster, Arie Marinus (Editor)
Network Optimization INOC 2022 : 10th International Network Optimization Conference, Aachen, Germany, June 7-10, 2022 : Proceedings
(2022)

[Book, Proceedings]
Cappiello, Cinzia (Editor); Geisler, Sandra (Editor); Vidal, Maria-Esther (Editor)
DEco 2022 : Data Ecosystems at VLDB 2022 : proceedings of the First International Workshop on Data Ecosystems co-located with 48th International Conference on Very Large Databases (VLDB 2022) Sydney, Australia, September 5, 2022
CEUR workshop proceedings 3306 (2022)

[Journal Article]
Heinemann, Birte; Ehlenz, Matthias Siegfried; Görzen, Sergej; Schroeder, Ulrik
xAPI Made Easy: A Learning Analytics Infrastructure for Interdisciplinary Projects
International journal of online and biomedical engineering, 18, 14, 99-113 (2022)
[DOI: 10.3991/ijoe.v18i14.35079]

[Journal Article]
Ehlenz, Matthias Siegfried; Heinemann, Birte; Schroeder, Ulrik
Open Research Tools for the Learning Technologies Innovation Lab
International journal of online and biomedical engineering, 18, 14, 42-58 (2022)
[DOI: 10.3991/ijoe.v18i14.35077]

[Contribution to a book, Contribution to a conference proceedings]
Gansen, Michael; Lou, Jie; Freye, Florian; Gemmeke, Tobias; Merchant, Farhad; Zeyer, Albert; Zeineldeen, Mohammad; Schlüter, Ralf; Fan, Xin
Discrete Steps towards Approximate Computing
Proceedings of the Twenty Third International Symposium on Quality Electronic Design : ISQED 2022 : April 6-7, 2022, Santa Jose, California USA / ISQED 2022 is held with technical sponsorship from the IEEE Electron Devices Society (EDS), IEEE Reliability Society, and in cooperation with the IEEE Circuits and Systems Society (CAS) and the ACM Special Interest Group on Design Automation (ACM/sigDA) ; general chair: Kurt Schwartz (Micron Technology) ; publication chair: Paul Wesling (Hewlett Packard - retired), 6 Seiten (2022)
[DOI: 10.1109/ISQED54688.2022.9806215]

[Journal Article]
Grohe, Martin; Kaminski, Benjamin Lucien; Katoen, Joost-Pieter; Lindner, Peter
Generative Datalog with Continuous Distributions
Journal of the ACM, 69, 6, 46 (2022)
[DOI: 10.1145/3559102]

[Contribution to a book, Contribution to a conference proceedings]
Ali, Lubna Kamel Nazih; Phung, Vu Nhat Quang; Röpke, René; Schroeder, Ulrik
A Digital Educational Game For Practicing Oer
Proceedings of the 19th International Conference on Cognition and Exploratory Learning in the Digital Age : (CELDA2022) : November 8 - 10, 2022 / edited by Demetrios G. Sampson, Dirk Ifenthaler and Pedro Isaías, 313-316 (2022)
[DOI: 10.33965/CELDA2022_202207C042]

[Contribution to a conference proceedings]
Sander, Constantin; Kunze, Ike Sebastian; Wehrle, Klaus
Analyzing the Influence of Resource Prioritization on HTTP/3 HOL Blocking and Performance
Proceedings of the Network Traffic Measurement and Analysis Conference (TMA '22) (2022)

[Contribution to a book, Contribution to a conference proceedings]
Lohmöller, Johannes; Pennekamp, Jan; Matzutt, Roman; Wehrle, Klaus
On the Need for Strong Sovereignty in Data Ecosystems
DEco 2022 : Data Ecosystems at VLDB 2022 : proceedings of the First International Workshop on Data Ecosystems co-located with 48th International Conference on Very Large Databases (VLDB 2022) Sydney, Australia, September 5, 2022 / edited by Cinzia Cappiello, Sandra Geisler, Maria-Esther Vidal, 51-63 (2022)
[DOI: 10.18154/RWTH-2022-11724]

[Contribution to a book, Contribution to a conference proceedings]
Kunze, Ike Sebastian; Trossen, Dirk; Wehrle, Klaus
Evolving the End-to-End Transport Layer in Times of Emerging Computing In The Network (COIN)
2022 IEEE 30th International Conference on Network Protocols (ICNP) : [Proceedings] (2022)
[DOI: 10.1109/ICNP55882.2022.9940379]

[Contribution to a conference proceedings]
von Rechenberg, Merlin; Rößler, Nina; Schmidt, Mari; Wolsing, Konrad; Motz, Florian; Bergmann, Michael; Padilla, Elmar; Bauer, Jan
Guiding Ship Navigators through the Heavy Seas of Cyberattacks
Proceedings of the MARESEC 2022 : Proceedings of the first European Workshop on Maritime Systems Resilience and Security (MARESEC 2022) / curated by: A_Niemi, 6 Seiten (2022)
[DOI: 10.5281/ZENODO.7148794]

[Contribution to a book, Contribution to a conference proceedings]
Schemmel, Daniel; Büning, Julian; Busse, Frank; Nowack, Martin; Cadar, Cristian
A Deterministic Memory Allocator for Dynamic Symbolic Execution
36th European Conference on Object-Oriented Programming : ECOOP 2022, June 6-10, 2022, Berlin, Germany / edited by Karim Ali, Jan Vitek, 9:1-9:26 (2022)
[DOI: 10.4230/LIPICS.ECOOP.2022.9]

[Contribution to a book, Contribution to a conference proceedings]
Lorenz, Matthias; Pletzer, Tobias Markus; Schuhmacher, Malte; Sowa, Torsten; Dahms, Michael; Stock, Simon; Babazadeh, Davood; Becker, Christian; Jaeger, Johann; Lorz, Tobias; Dahlmanns, Markus; Fink, Ina Berenice; Wehrle, Klaus; Ulbig, Andreas; Linnartz, Philipp Patrick; Selimaj, Antigona; Offergeld, Thomas
Interconnected network protection systems - the basis for the reliable and safe operation of distribution grids with a high penetration of renewable energies and electric vehicles
CIRED Porto Workshop 2022: E-Mobility and Power Distribution Systems : 2-3 June 2022, 1-5 (2022)
[DOI: 10.1049/icp.2022.0768]

[Contribution to a book, Contribution to a conference proceedings]
Charles, Joel Chuks; Jansen, Nico; Michael, Judith; Rumpe, Bernhard
Teaching the Use and Engineering of DSLs with JupyterLab: Experiences and Lessons Learned
Modellierung 2022 : 27.06.-01.07.2022 Hamburg, Germany / Matthias Riebisch, Marina Tropmann-Frick (Hrsg.) ; Gesellschaft für Informatik e.V. (GI), 93-110 (2022)
[DOI: 10.18420/modellierung2022-014]

[Journal Article]
Sunyaev, Ali; Weinhardt, Christof; van der Aalst, Wil M. P.; Hinz, Oliver
BISE Student: From Desk Drawer to Center Stage : Highlighting the Value of Student Theses
Business & information systems engineering, 64, 6, 701-706 (2022)
[DOI: 10.1007/s12599-022-00781-9]

[Contribution to a book, Journal Article]
van Hulzen, Gerhardus A. W. M.; Li, Chiao-Yun; Martin, Niels; van Zelst, Sebastiaan Johannes; Depaire, Benoît
Mining context-aware resource profiles in the presence of multitasking
Artificial intelligence in medicine, 134, 102434 (2022)
[DOI: 10.1016/j.artmed.2022.102434]

[Journal Article]
Barbieri, Luciana; Madeira, Edmundo; Stroeh, Kleber; van der Aalst, Wil M. P.
A natural language querying interface for process mining
Journal of intelligent information systems, 30 Seiten (2022)
[DOI: 10.1007/s10844-022-00759-9]

[Dissertation / PhD Thesis]
Bahar, Parnia
Neural sequence-to-sequence modeling for language and speech translation
(2022, 2023)
[DOI: 10.18154/RWTH-2022-11578]

[Proceedings]
Cappiello, Cinzia; Geisler, Sandra (Editor)
Proceedings of the First International Workshop on Data Ecosystems co-located with 48th International Conference on Very Large Databases (VLDB 2022) : DEco 2022 : Data Ecosystems at VLDB 2022 : Sydney, Australia, September 5, 2022 / Edited by Cinzia Cappiello, Sandra Geisler, Maria-Esther Vidal
(2022)

[Journal Article]
Fernandez Fernandez, Jose Antonio; Westhofen, Lukas; Löschner, Fabian; Jeske, Stefan Rhys; Longva, Andreas Borgen; Bender, Jan Stephen
Fast octree neighborhood search for sph simulations
ACM transactions on graphics : TOG, 41, 6, 1-13 (2022)
[DOI: 10.1145/3550454.3555523]

[Contribution to a book, Contribution to a conference proceedings]
Kusmenko, Evgeny; Münker, Maximilian; Nadenau, Matthias; Rumpe, Bernhard
A Model-Driven Generative Self Play-Based Toolchain for Developing Games and Players
GPCE '22 : Proceedings of the 21st ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences / Edited by: Bernhard Scholz and Yukiyoshi Kameyama, 95-107 (2022)
[DOI: 10.1145/3564719.3568687]

[Contribution to a book, Contribution to a conference proceedings]
Petrick, Frithjof Martin; Rosendahl, Jan; Herold, Christian; Ney, Hermann
Locality-Sensitive Hashing for Long Context Neural Machine Translation
Proceedings of the 19th International Conference on Spoken Language Translation (iwslt 2022), 32-42 (2022)

[Contribution to a book, Contribution to a conference proceedings]
Schmitz, Patric; Suder, Sebastian; Schuster, Kersten Martin; Kobbelt, Leif
Interactive Segmentation of Textured Point Clouds
J. Bender, M. Botsch, and D. Keim (Eds.). Vision, Modeling, and Visualization, 25-32 (2022)
[DOI: 10.2312/VMV.20221200]

[Contribution to a book, Contribution to a conference proceedings]
Selman, Zain; Musto, Juan; Kobbelt, Leif
Scan2FEM: From Point Clouds to Structured 3D Models Suitable for Simulation
[EUROGRAPHICS Workshop on Graphics and Cultural Heritage (2022) / R. Pintus and F. Ponchio (Editors)], [1]-10 (2022)
[DOI: 10.2312/GCH.20221215]

[Contribution to a conference proceedings, Journal Article]
Trettner, Philip Ulrich; Nehring-Wirxel, Julius Peter; Kobbelt, Leif
EMBER: Exact Mesh Booleans via Efficient & Robust Local Arrangements
ACM Transaction on Graphics, 41, 4 (2022)
[DOI: 10.1145/3528223.3530181]

[Contribution to a book, Journal Article]
Drux, Florian; Jansen, Nico; Rumpe, Bernhard
A Catalog of Design Patterns for Compositional Language Engineering
Journal of object technology : JOT, 21, 4, 4:1 (2022)
[DOI: 10.5381/jot.2022.21.4.a4]

[Contribution to a book, Contribution to a conference proceedings]
Brandt, Tabea; Büsing, Christina Maria Katharina; Knust, Sigrid
One Transfer per Patient Suffices: Structural Insights About Patient-to-Room Assignment
Combinatorial Optimization : 7th International Symposium, ISCO 2022, Virtual Event, May 18-20, 2022, Revised Selected Papers / edited by Ivana Ljubić, Francisco Barahona, Santanu S. Dey, A. Ridha Mahjoub, 245-259 (2022)
[DOI: 10.1007/978-3-031-18530-4_18]

[Bachelor Thesis]
Vonderstein, Christian Jürgen; Jenke, Joachim; Schwitanski, Simon; Tomski, Felix
Design and evaluation of parallel assertions for MPI programs
(2022)

[Contribution to a conference proceedings]
Kampmann, Alexandru; Mokhtarian, Armin; Kowalewski, Stefan; Alrifaee, Bassam
ASOA - A Dynamic Software Architecture for Software-defined Vehicles
[31st Aachen Colloquium Sustainable Mobility 2022] (2022)

[Contribution to a book, Contribution to a conference proceedings]
Brocker, Annabell; Judel, Sven; Röpke, René; Mihailovska, Nikol; Schroeder, Ulrik
Gamifying JupyterLab to Encourage Continuous Interaction in Programming Education
Games and Learning Alliance : 11th International Conference, GALA 2022, Tampere, Finland, November 30 - December 2, 2022, Proceedings / edited by Kristian Kiili, Koskinen Antti, Francesca de Rosa, Muhterem Dindar, Michael Kickmeier-Rust, Francesco Bellotti, 316-322 (2022)
[DOI: 10.1007/978-3-031-22124-8_32]

[Contribution to a book, Contribution to a conference proceedings]
Röpke, René; Drury, Vincent Jakob; Peess, Philipp; Johnen, Tobias; Meyer, Ulrike; Schroeder, Ulrik
More Than Meets the Eye - An Anti-Phishing Learning Game with a Focus on Phishing Emails
Games and Learning Alliance : 11th International Conference, GALA 2022, Tampere, Finland, November 30 - December 2, 2022, Proceedings / edited by Kristian Kiili, Koskinen Antti, Francesca de Rosa, Muhterem Dindar, Michael Kickmeier-Rust, Francesco Bellotti, 118-126 (2022)
[DOI: 10.1007/978-3-031-22124-8_12]

[Journal Article]
Trinh, Minh; Behery, Mohamed; Petrovic, Oliver; Brecher, Christian; Lakemeyer, Gerhard
Kollaborative Montageprozesse mit Behavior Trees
wt Werkstattstechnik online, 112, 9, 565-568 (2022)
[DOI: 10.37544/1436-4980-2022-09-37]

[Journal Article]
Arvind, Vikraman; Fuhlbrueck, Frank; Koebler, Johannes; Kuhnert, Sebastian; Rattan, Gaurav
The Parameterized Complexity of Fixing Number and Vertex Individualization in Graphs
ACM transactions on computation theory : TOCT, 14, 2, 9 (2022)
[DOI: 10.1145/3558077]

[Journal Article]
Grohe, Martin; Lindner, Peter
Independence in Infinite Probabilistic Databases
Journal of the ACM : JACM, 69, 5, 37 (2022)
[DOI: 10.1145/3549525]

[Contribution to a book, Contribution to a conference proceedings]
Rafiei, Majid; Elkoumy, Gamal; van der Aalst, Wil M. P.
Quantifying Temporal Privacy Leakage in Continuous Event Data Publishing
Cooperative Information Systems : 28th International Conference, CoopIS 2022, Bozen-Bolzano, Italy, October 4-7, 2022, Proceedings / edited by Mohamed Sellami, Paolo Ceravolo, Hajo A. Reijers, Walid Gaaloul, Hervé Panetto, 75-94 (2022)
[DOI: 10.1007/978-3-031-17834-4_5]

[Contribution to a book, Contribution to a conference proceedings]
Schuster, Daniel; Föcking, Niklas; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Conformance Checking for Trace Fragments Using Infix and Postfix Alignments
Cooperative Information Systems : 28th International Conference, CoopIS 2022, Bozen-Bolzano, Italy, October 4-7, 2022, Proceedings / edited by Mohamed Sellami, Paolo Ceravolo, Hajo A. Reijers, Walid Gaaloul, Hervé Panetto, 299-310 (2022)
[DOI: 10.1007/978-3-031-17834-4_18]

[Contribution to a book, Contribution to a conference proceedings]
Baumann, Nils; Kusmenko, Evgeny; Ritz, Jonas; Rumpe, Bernhard; Weber, Moritz Benedikt
Dynamic Data Management for Continuous Retraining
Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings, 359-366 (2022)
[DOI: 10.1145/3550356.3561568]

[Contribution to a conference proceedings]
Kirchhof, Jörg Christian; Kusmenko, Evgeny; Ritz, Jonas; Rumpe, Bernhard; Moin, Armin; Badii, Atta; Günnemann, Stephan; Challenger, Moharram
MDE for machine learning-enabled software systems: a case study and comparison of MontiAnna & ML-Quadrat
[MODELS 2022. Workshop MDE Intelligence, 2022-10-23 - 2022-10-28, Montreal, Canada] (2022)

[Preprint]
Bertram, Vincent; Boß, Miriam; Kusmenko, Evgeny; Nachmann, Imke Helene; Rumpe, Bernhard; Trotta, Danilo; Wachtmeister, Louis
Technical Report on Neural Language Models and Few-Shot Learning for Systematic Requirements Processing in MDSE
(2022)

[Contribution to a book, Contribution to a conference proceedings]
Bertram, Vincent; Boß, Miriam; Kusmenko, Evgeny; Nachmann, Imke Helene; Rumpe, Bernhard; Trotta, Danilo; Wachtmeister, Louis
Neural Language Models and Few Shot Learning for Systematic Requirements Processing in MDSE
[21. ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences, GPCE22, 2022-12-06 - 2022-12-07, Auckland, New Zealand], 260-265 (2022)
[DOI: 10.1145/3567512.3567534]

[Contribution to a conference proceedings]
Butting, Arvid; Kirchhof, Jörg Christian; Kleiss, Anno; Michael, Judith; Orlov, Radoslav; Rumpe, Bernhard
Model-Driven IoT App Stores: Deploying Customizable Software Products to Heterogeneous Devices
[21th ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences, GPCE 22, 2022-12-06 - 2022-12-07, Auckland, New Zealand], 108-121 (2022)

[Abstract]
Bönsch, Andrea; Rupp, Daniel; Ehret, Jonathan; Kuhlen, Torsten
Late-Breaking Report: An Embodied Conversational Agent Supporting Scene Exploration by Switching between Guiding and Accompanying
IEEE Virtual Humans and Crowds for Immersive Environments (2022)

[Dataset]
Ermert, Cosima Antonia; Mohanathasan, Chinthusa; Ehret, Jonathan; Schlittmeier, Sabine Janina; Kuhlen, Torsten; Fels, Janina
AuViST - An Audio-Visual Speech and Text Database for the Heard-Text-Recall Paradigm
(2022)
[DOI: 10.18154/RWTH-2022-10851]

[Preprint]
Bakullari, Bianka; van der Aalst, Wil M. P.
High-Level Event Mining: A Framework
4. International Conference on Process Mining Bolzano 2022-10-23 - 2022-10-28 (2022)

[Bachelor Thesis]
Kablan, Fatih Batuhan; Anthes, Jacqueline
Simulation of the process of eutrophication in greenfoot
(2022)
[DOI: 10.18154/RWTH-2022-10834]

[Contribution to a conference proceedings]
Pennekamp, Jan; Henze, Martin; Zinnen, Andreas; Lanze, Fabian; Wehrle, Klaus; Panchenko, Andriy
CUMUL & Co: High-Impact Artifacts for Website Fingerprinting Research
Cybersecurity Artifacts Competition and Impact Award, 1-6 (2022)
[DOI: 10.18154/RWTH-2022-10811]

[Conference Presentation]
Kus, Dominik Adam; Wolsing, Konrad; Pennekamp, Jan; Wagner, Eric; Henze, Martin; Wehrle, Klaus
Poster: Ensemble Learning for Industrial Intrusion Detection
38. Annual Computer Security Applications Conference Austin, TX 2022-12-05 - 2022-12-09 (2022)
[DOI: 10.18154/RWTH-2022-10809]

[Journal Article]
Leemans, Sander Jacobus Johannes; van Zelst, Sebastiaan Johannes; Lu, Xixi
Partial-order-based process mining: a survey and outlook
Knowledge and information systems, 65, 1, 1-29 (2022, 2023)
[DOI: 10.1007/s10115-022-01777-3]

[Contribution to a book, Contribution to a conference proceedings]
Yang, Jing; Ouyang, Chun; ter Hofstede, Arthur H. M.; van der Aalst, Wil M. P.
No Time to Dice: Learning Execution Contexts from Event Logs for Resource-Oriented Process Mining
Business process management : 20th International Conference, BPM 2022, Münster, Germany, September 11-16, 2022, proceedings / Claudio Di Ciccio, Remco Dijkman, Adela Del-Río-Ortega, Stefanie Rinderle-Ma (eds.), 163-180 (2022)
[DOI: 10.1007/978-3-031-16103-2_13]

[Contribution to a book, Contribution to a conference proceedings]
Leemans, Sander Jacobus Johannes; Maggi, Fabrizio Maria; Montali, Marco
Reasoning on Labelled Petri Nets and Their Dynamics in a Stochastic Setting
Business process management : 20th International Conference, BPM 2022, Münster, Germany, September 11-16, 2022, proceedings / Claudio Di Ciccio, Remco Dijkman, Adela Del-Río-Ortega, Stefanie Rinderle-Ma (eds.), 324-342 (2022)
[DOI: 10.1007/978-3-031-16103-2_22]

[Contribution to a book, Journal Article]
Schulte to Brinke, Tobias; Duarte, Renato; Morrison, Abigail Joanna Rhodes
Characteristic columnar connectivity caters to cortical computation: Replication, simulation, and evaluation of a microcircuit model
Frontiers in integrative neuroscience, 16, 923468 (2022)
[DOI: 10.3389/fnint.2022.923468]

[Contribution to a book, Contribution to a conference proceedings]
Nikfarjam, Adel; Neumann, Aneta; Bossek, Jakob Matheus; Neumann, Frank
Co-evolutionary Diversity Optimisation for the Traveling Thief Problem
Parallel Problem Solving from Nature - PPSN XVII : 17th International Conference, PPSN 2022, Dortmund, Germany, September 10-14, 2022, Proceedings, Part I / edited by Günter Rudolph, Anna V. Kononova, Hernán Aguirre, Pascal Kerschke, Gabriela Ochoa, Tea Tušar, 237-249 (2022)
[DOI: 10.1007/978-3-031-14714-2_17]

[Contribution to a book, Contribution to a conference proceedings]
Burjons, Elisabet; Fuchs, Janosch; Lotze, Henri
The Slotted Online One-Sided Crossing Minimization Problem on 2-Regular Graphs
Combinatorial algorithms : 33rd international workshop, IWOCA 2022, Trier, Germany, June 7-9, 2022, proceedings / Cristina Bazgan, Henning Fernau (eds.), 243-256 (2022)
[DOI: 10.1007/978-3-031-06678-8_18]

[Contribution to a book, Contribution to a conference proceedings]
Jia, Dan; Hermans, Alexander; Leibe, Bastian
Global Hierarchical Attention for 3D Point Cloud Analysis
Pattern recognition : 44th DAGM German Conference, DAGM GCPR 2022, Konstanz, Germany, September 27-30, 2022, proceedings / Björn Andres [and five others] (eds.), 262-277 (2022)
[DOI: 10.1007/978-3-031-16788-1_17]

[Contribution to a book, Contribution to a conference proceedings]
Naumann, Uwe
Numerical Stability of Tangents and Adjoints of Implicit Functions
Computational Science - ICCS 2022 : 22nd International Conference, London, UK, June 21-23, 2022, Proceedings, Part III / edited by Derek Groen, Clélia de Mulatier, Maciej Paszynski, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M. A. Sloot, 181-187 (2022)
[DOI: 10.1007/978-3-031-08757-8_17]

[Dataset]
Konersmann, Marco; Kaplan, Angelika; Kühn, Thomas; Heinrich, Robert; Koziolek, Anne; Reussner, Ralf; Jürjens, Jan; Al-Doori, Mahmood; Boltz, Nicolas; Ehl, Marco; Fuch, Dominik; Großer, Katharina; Hahner, Sebastian; Keim, Jan; Lohr, Matthias; Sağlam, Timur; Schulz, Sophie; Töberg, Jan-Philipp
Dataset for "Evaluation Methods and Replicability of Software Architecture Research Objects"
(2022)
[DOI: 10.5281/zenodo.6044059]

[Contribution to a book, Journal Article]
Adams, Jan Niklas; Park, Gyunam; van der Aalst, Wil M. P.
ocpa: A Python library for object-centric process analysis
Software impacts, 14, 100438 (2022)
[DOI: 10.1016/j.simpa.2022.100438]

[Contribution to a book, Contribution to a conference proceedings]
Adams, Jan Niklas; Park, Gyunam; Levich, Sergej; Schuster, Daniel; van der Aalst, Wil M. P.
A Framework for Extracting and Encoding Features from Object-Centric Event Data
Service-Oriented Computing : 20th International Conference, ICSOC 2022, Seville, Spain, November 29 - December 2, 2022, Proceedings / edited by Javier Troya, Brahim Medjahed, Mario Piattini, Lina Yao, Pablo Fernández, Antonio Ruiz-Cortés, 36-53 (2022)
[DOI: 10.1007/978-3-031-20984-0_3]

[Dissertation / PhD Thesis]
Liu, Daxin
Projection in a probabilistic epistemic logic and its application to belief-based program verification
(2022, 2023)
[DOI: 10.18154/RWTH-2022-10632]

[Contribution to a book, Contribution to a conference proceedings]
Park, Gyunam; Benzin, Janik-Vasily; van der Aalst, Wil M. P.
Detecting Context-Aware Deviations in Process Executions
Business Process Management Forum : BPM 2022 Forum, Münster, Germany, September 11-16, 2022, Proceedings / edited by Claudio Di Ciccio, Remco Dijkman, Adela del Río Ortega, Stefanie Rinderle-Ma, 190-206 (2022)
[DOI: 10.1007/978-3-031-16171-1_12]

[Master Thesis]
Gotzen, Daniel; Görzen, Sergej; Heinemann, Birte
Rewatching and analyzing local scenes through interactive windows in extended reality
(2022)
[DOI: 10.18154/RWTH-2022-10606]

[Bachelor Thesis]
Razsolkov, Denis
Making randomizeR ready for application : evaluation of bias in groupsequential and multiarm trial designs
(2022)
[DOI: 10.18154/RWTH-2022-10605]

[Journal Article]
Ali, Lubna Kamel Nazih; Knight, Colette; Schroeder, Ulrik
Open Educational Resources in Higher Education: Two Approaches to Enhance the Utilization of OER
International Journal of Innovative Teaching and Learning in Higher Education, 3, 1, 1-14 (2022)
[DOI: 10.4018/IJITLHE.313374]

[Abstract, Contribution to a conference proceedings]
Welten, Sascha Martin; Mou, Yongli; Neumann, Laurenz; Jugl, Maximilian; Hempel, Lars; Yediel, Yeliz Ucer; Beyan, Oya; Kirsten, Toralf; Decker, Stefan Josef
Verteilte Analysen mit dem Personal Health Train: Konzept, Anwendungen und Benutzererfahrung
SMITH Science Day 2022 : Abstractsbook, 23.11.2022 : Abstracts der Poster und Kurzvorträge, 27-27 (2022)

[Journal Article]
Uckelmann, Dieter; Judel, Sven; Görzen, Sergej; Greven, Christoph; Schroeder, Ulrik
Structured Digital Writing Lab: Workflow, Application and Evaluation
International journal of online and biomedical engineering, 18, 14, 133-146 (2022)
[DOI: 10.3991/ijoe.v18i14.35075]

[Contribution to a book, Contribution to a conference proceedings]
Gupta, Rohit; Jansen, Nico; Regnat, Nikolaus; Rumpe, Bernhard
Design Guidelines for Improving User Experience in Industrial Domain-Specific Modelling Languages
Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings, 737-748 (2022)
[DOI: 10.1145/3550356.3561595]

[Contribution to a book, Contribution to a conference proceedings]
Pegoraro, Marco
Probabilistic and Non-deterministic Event Data in Process Mining: Embedding Uncertainty in Process Analysis Techniques
Proceedings of the Doctoral Consortium Papers Presented at the 34th International Conference on Advanced Information Systems Engineering (CAiSE 2022), Leuven, Belgium, June 6 - 10, 2022. / Edited by CAiSE 2022 Doctoral Consortium Chairs, Amy Van Looy, Barbara Weber, Michael Rosemann, 37-46 (2022)
[DOI: 10.18154/RWTH-2022-10546]

[Contribution to a book, Contribution to a conference proceedings]
Pegoraro, Marco; Uysal, Merih Seran; Hülsmann, Tom-Hendrik; van der Aalst, Wil M. P.
Uncertain Case Identifiers in Process Mining: A User Study of the Event-Case Correlation Problem on Click Data
Enterprise, business-process and information systems modeling : 23rd International Conference, BPMDS 2022 and 27th International Conference, EMMSAD 2022, held at CAiSE 2022, Leuven, Belgium, June 6-7, 2022 : proceedings / Adriano Augusto, Asif Gill, Dominik Bork, Selmin Nurcan, Iris Reinhartz-Berger, Rainer Schmidt (eds.), 173-187 (2022)
[DOI: 10.1007/978-3-031-07475-2_12]

[Journal Article]
Gray, Jeff; Rumpe, Bernhard
Reflection on the differences between modeling and programming
Software and systems modeling, 21, 6, 2097-2099 (2022)
[DOI: 10.1007/s10270-022-01057-2]

[Contribution to a book, Contribution to a conference proceedings]
Park, Gyunam; Comuzzi, Marco; van der Aalst, Wil M. P.
Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations
Research Challenges in Information Science : 16th International Conference, RCIS 2022, Barcelona, Spain, May 17-20, 2022, Proceedings / edited by Renata Guizzardi, Jolita Ralyté, Xavier Franch, 159-176 (2022)
[DOI: 10.1007/978-3-031-05760-1_10]

[Journal Article]
Breuer, Malte; Meyer, Ulrike; Wetzel, Susanne; Flöge, Jürgen; Mühlfeld, Anja Susanne
Wenn der eigene Spender nicht passt … Nierentransplantation als Cross-over-Lebendnierenspende
Nieren- und Hochdruckkrankheiten, 51, 09, 378-384 (2022)
[DOI: 10.5414/NHX02252]

[Contribution to a book, Contribution to a conference proceedings]
Kausch, Hendrik; Pfeiffer, Mathias; Raco, Deni; Rumpe, Bernhard; Schweiger, Andreas
Correct and Sustainable Development Using Model-based Engineering and Formal Methods
DASC: 41st Digital Avionics Systems Conference : Portsmouth, VA, USA, September 18-22, 2022 : DASC 2022 conference proceedings / sponsors and organizers: DATC (Digital Avionics Techncial Commitee), AIAA (American Institute of Aeronautics and Astronautics), AESS (IEEE Aerospace and Electronic Systems Society), IEEE (Institute of Electrical and Electronics Engineers), 8 Seiten (2022)
[DOI: 10.1109/DASC55683.2022.9925819]

[Contribution to a conference proceedings, Journal Article]
Mokhtarian, Armin; Scheffe, Patrick; Kowalewski, Stefan; Alrifaee, Bassam
Remote Teaching with the Cyber-Physical Mobility Lab
IFAC-PapersOnLine, 55, 17, 386-391 (2022)
[DOI: 10.1016/j.ifacol.2022.09.310]

[Contribution to a book, Contribution to a conference proceedings]
Naumann, Uwe
A Note on Adjoint Linear Algebra
Computational science - ICCS 2022 : 22nd International Conference, London, UK, June 21-23, 2022, proceedings / Derek Groen, Clélia de Mulatier, Maciej Paszynski, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M. A. Sloot (eds.). - Part 2:, 200-206 (2022)
[DOI: 10.1007/978-3-031-08754-7_27]

[Conference Presentation]
Li, Tian; van Zelst, Sebastiaan Johannes
Cache Enhanced Split-Point-Based Alignment Calculation
4. International Conference on Process Mining Bozen-Bolzano 2022-11-23 - 2022-11-28 (2022)

[Contribution to a book, Contribution to a conference proceedings]
Huang, Tsung-Hao; van der Aalst, Wil M. P.
Discovering Sound Free-Choice Workflow Nets with Non-block Structures
Enterprise design, operations, and computing : 26th International Conference, EDOC 2022, Bozen-Bolzano, Italy, October 3-7, 2022 : proceedings / João Paulo A. Almeida, Dimka Karastoyanova, Giancarlo Guizzardi, Marco Montali, Fabrizio Maria Maggi, Claudenir M. Fonseca (eds.), 200-216 (2022)
[DOI: 10.1007/978-3-031-17604-3_12]

[Contribution to a book, Contribution to a conference proceedings]
Adams, Jan Niklas; van der Aalst, Wil M. P.
OCπ: Object-Centric Process Insights
Application and theory of petri nets and concurrency : 43rd International Conference, PETRI NETS 2022, Bergen, Norway, June 19-24, 2022 : proceedings / Luca Bernardinello, Laure Petrucci (eds.), 139-150 (2022)
[DOI: 10.1007/978-3-031-06653-5_8]

[Contribution to a conference proceedings, Journal Article]
Schmetz, Arno; Bellgardt, Martin; Wehrwein, Vincent; Kuhlen, Torsten; Brecher, Christian
Touch-based Augmented Reality Marking Techniques on Production Parts
Procedia CIRP, 107, 517-521 (2022)

[Contribution to a book, Contribution to a conference proceedings]
Theissen-Lipp, Johannes; Kocher, Max; Rath, Michael; Ulrich, Sebastian; Rudack, Maximilian Markus; Decker, Stefan Josef
Integrating an XPath-Enhanced OPC UA Data Collection Into Industrial Communication
2022 27th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) : 6-9 Sept. 2022 / [IEEE Industrial Electronics Society, IEEE], 8 Seiten (2022)
[DOI: 10.1109/ETFA52439.2022.9921562]

[Contribution to a book, Contribution to a conference proceedings]
Heins, Jonathan; Rook, Jeroen; Schäpermeier, Lennart; Kerschke, Pascal; Bossek, Jakob Matheus; Trautmann, Heike
BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems
Parallel Problem Solving from Nature - PPSN XVII : 17th International Conference, PPSN 2022, Dortmund, Germany, September 10-14, 2022, Proceedings, Part I / edited by Günter Rudolph, Anna V. Kononova, Hernán Aguirre, Pascal Kerschke, Gabriela Ochoa, Tea Tušar, 192-206 (2022)
[DOI: 10.1007/978-3-031-14714-2_14]

[Contribution to a book, Contribution to a conference proceedings]
Sanusi, Khaleel Asyraaf Mat; Slupczynski, Michal Piotr; Geisen, Mai; Iren, Deniz; Klamma, Ralf; Klatt, Stefanie; Klemke, Roland
IMPECT-Sports: Using an Immersive Learning System to Facilitate the Psychomotor Skills Acquisition Process
CEUR Workshop Proceedings, 34-39 (2022)

[Contribution to a book, Contribution to a conference proceedings]
Mannel, Lisa Luise; van der Aalst, Wil M. P.
Discovering Process Models with Long-Term Dependencies While Providing Guarantees and Handling Infrequent Behavior
Application and theory of petri nets and concurrency : 43rd International Conference, PETRI NETS 2022, Bergen, Norway, June 19-24, 2022 : proceedings / Luca Bernardinello, Laure Petrucci (eds.), 303-324 (2022)
[DOI: 10.1007/978-3-031-06653-5_16]

[Contribution to a book, Contribution to a conference proceedings]
Park, Gyunam; Adams, Jan Niklas; van der Aalst, Wil M. P.
OPerA: Object-Centric Performance Analysis
Conceptual Modeling : 41st International Conference, ER 2022, Hyderabad, India, October 17-20, 2022, Proceedings / edited by Jolita Ralyté, Sharma Chakravarthy, Mukesh Mohania, Manfred A. Jeusfeld, Kamalakar Karlapalem, 281-292 (2022)
[DOI: 10.1007/978-3-031-17995-2_20]

[Contribution to a book, Contribution to a conference proceedings]
Peeva, Viki; Mannel, Lisa Luise; van der Aalst, Wil M. P.
From Place Nets to Local Process Models
Application and theory of petri nets and concurrency : 43rd International Conference, PETRI NETS 2022, Bergen, Norway, June 19-24, 2022 : proceedings / Luca Bernardinello, Laure Petrucci (eds.), 346-368 (2022)
[DOI: 10.1007/978-3-031-06653-5_18]

[Contribution to a book, Contribution to a conference proceedings]
Schuster, Daniel; Schade, Lukas; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Temporal Performance Analysis for Block-Structured Process Models in Cortado
Intelligent Information Systems : CAiSE Forum 2022, Leuven, Belgium, June 6-10, 2022, Proceedings / edited by Jochen De Weerdt, Artem Polyvyanyy, 110-119 (2022)
[DOI: 10.1007/978-3-031-07481-3_13]

[Contribution to a book, Contribution to a conference proceedings]
Pourbafrani, Mahsa; van der Aalst, Wil M. P.
Interactive Process Improvement Using Simulation of Enriched Process Trees
Service-Oriented Computing - ICSOC 2021 Workshops : AIOps, STRAPS, AI-PA and Satellite Events, Dubai, United Arab Emirates, November 22-25, 2021, Proceedings / edited by Hakim Hacid, Monther Aldwairi, Mohamed Reda Bouadjenek, Marinella Petrocchi, Noura Faci, Fatma Outay, Amin Beheshti, Lauritz Thamsen, Hai Dong, 61-76 (2022)
[DOI: 10.1007/978-3-031-14135-5_5]

[Journal Article]
Scheffe, Patrick; Pedrosa, Matheus V. A.; Flaßkamp, Kathrin; Alrifaee, Bassam
Receding Horizon Control Using Graph Search for Multi-Agent Trajectory Planning
IEEE Transactions on Control Systems Technology, 31, 3, 1092-1105 (2022, 2023)
[DOI: 10.1109/TCST.2022.3214718]

[Contribution to a book, Contribution to a conference proceedings]
Serror, Martin; Bader, Lennart; Henze, Martin; Schwarze, Arne; Nürnberger, Kai
Poster : INSIDE - Enhancing Network Intrusion Detection in Power Grids with Automated Facility Monitoring
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 3463-3465 (2022)
[DOI: 10.1145/3548606.3563500]

[Contribution to a book, Contribution to a conference proceedings]
Brüggemann, Andreas; Breuer, Malte; Klinger, Andreas Gabriel; Schneider, Thomas; Meyer, Ulrike
Secure Maximum Weight Matching Approximation on General Graphs
Proceedings of the 21st Workshop on Privacy in the Electronic Society, 83-87 (2022)
[DOI: 10.1145/3559613.3563209]

[Contribution to a book, Contribution to a conference proceedings]
Neumann, Alexander Tobias; Breuer, Simon; Klamma, Ralf
Collaborative Community Knowledge Building with Personalized Question Recommendations
Collaboration Technologies and Social Computing : 28th International Conference, CollabTech 2022, Santiago, Chile, November 8-11, 2022, Proceedings / edited by Lung-Hsiang Wong, Yugo Hayashi, Cesar A. Collazos, Claudio Alvarez, Gustavo Zurita, Nelson Baloian, 190-204 (2022)
[DOI: 10.1007/978-3-031-20218-6_13]

[Contribution to a book, Journal Article]
Xu, Chuanyun; Bai, Nanlan; Gao, Wenjian; Li, Tian; Li, Mengwei; Li, Gang; Zhang, Yang
Multiple-Stage Knowledge Distillation
Applied Sciences, 12, 19, 9453 (2022)
[DOI: 10.3390/app12199453]

[Contribution to a book, Contribution to a conference proceedings]
Richter, Pascal; Speetzen, Nils
Accelerated aiming strategy in central receiver systems using integer linear programming
SolarPACES 2020 : 26th International Conference on Concentrating Solar Power and Chemical Energy Systems : Freiburg, Germany, 28 September - 2 October 2020 / editors: Christoph Richter, Avi Shultz, 030018 (2022)
[DOI: 10.1063/5.0085711]

[Contribution to a book, Contribution to a conference proceedings]
Richter, Pascal; Hövelmann, Friedhelm
Computationally fast analytical ray-tracer for central receiver systems
SolarPACES 2020 : 26th International Conference on Concentrating Solar Power and Chemical Energy Systems : Freiburg, Germany, 28 September - 2 October 2020 / editors: Christoph Richter, Avi Shultz, 030019, 1-8 (2022)
[DOI: 10.1063/5.0085714]

[Contribution to a conference proceedings]
Heithoff, Malte Felix; Michael, Judith; Rumpe, Bernhard
Enhancing Digital Shadows with Workflows
Modellierung 2022 Satellite Events / J. Michael, J. Pfeiffer, A. Wortmann (Hrsg.), 142-146 (2022)
[DOI: 10.18420/modellierung2022ws-017]

[Contribution to a book, Contribution to a conference proceedings]
Feichtinger, Kevin; Meixner, Kristof; Rinker, Felix; Koren, István; Eichelberger, Holger; Heinemann, Tonja; Holtmann, Jorg; Konersmann, Marco; Michael, Judith; Neumann, Eva-Maria; Pfeiffer, Jerome; Rabiser, Rick; Riebisch, Matthias; Schmid, Klaus
Industry Voices on Software Engineering Challenges in Cyber-Physical Production Systems Engineering
2022 27th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) : 6-9 Sept. 2022 / [IEEE Industrial Electronics Society, IEEE], 8 Seiten (2022)
[DOI: 10.1109/ETFA52439.2022.9921568]

[Contribution to a book, Contribution to a conference proceedings]
Nakakaze, Otoya; Koren, István; Brillowski, Florian Sascha; Klamma, Ralf
Retrofitting Industrial Machines with WebAssembly on the Edge
Web Information Systems Engineering - WISE 2022 : 23rd International Conference, Biarritz, France, November 1-3, 2022, Proceedings / edited by Richard Chbeir, Helen Huang, Fabrizio Silvestri, Yannis Manolopoulos, Yanchun Zhang, 241-256 (2022)
[DOI: 10.1007/978-3-031-20891-1_18]

[Contribution to a book, Contribution to a conference proceedings]
Scheffe, Patrick; Dorndorf, Georg; Alrifaee, Bassam
Increasing Feasibility with Dynamic Priority Assignment in Distributed Trajectory Planning for Road Vehicles
2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC) : 8-12 Oct. 2022, 3873-3879 (2022)
[DOI: 10.1109/ITSC55140.2022.9922028]

[Dissertation / PhD Thesis]
Osterland, Thomas
Analyzing the sustainability of distributed ledger applications
(2022)
[DOI: 10.18154/RWTH-2022-10136]

[Journal Article]
Zerwas, Thilo; Jacobs, Georg; Kowalski, Julia; Husung, Stephan; Gerhard, Detlef; Rumpe, Bernhard; Zeman, Klaus; Vafaei, Seyedmohammad; König, Florian; Höpfner, Gregor
Model Signatures for the Integration of Simulation Models into System Models
Systems : open access journal, 10, 6, 199 (2022)
[DOI: 10.3390/systems10060199]

[Contribution to a book, Contribution to a conference proceedings]
Kirchhof, Jörg Christian; Kleiss, Anno; Michael, Judith; Rumpe, Bernhard; Wortmann, Andreas
Efficiently Engineering IoT Architecture Languages---An Experience Report (Poster)
Workshop Proceedings: 10th International Workshop on Bidirectional Transformations (BX 2022), 2nd International Workshop on Foundations and Practice of Visual Modeling (FPVM 2022) and 2nd International Workshop on MDE for Smart IoT Systems (MeSS 2022) (co-located with Software Technologies: Applications and Foundations federation of conferences (STAF 2022)) (2022)

[Dissertation / PhD Thesis]
Haehn, Rebecca
Optimisation and analysis of railway timetables under consideration of uncertainties
(2022)
[DOI: 10.18154/RWTH-2022-10063]

[Contribution to a book, Journal Article]
Clever, Lena; Pohl, Janina Susanne; Bossek, Jakob Matheus; Kerschke, Pascal; Trautmann, Heike
Process-Oriented Stream Classification Pipeline: A Literature Review
Applied Sciences, 12, 18, 9094 (2022)
[DOI: 10.3390/app12189094]

[Journal Article]
Yang, Maosheng; Isufi, Elvin; Schaub, Michael Thomas; Leus, Geert
Simplicial Convolutional Filters
IEEE transactions on signal processing : SP, 70, 4633-4648 (2022)
[DOI: 10.1109/TSP.2022.3207045]

[Contribution to a book, Contribution to a conference proceedings]
Herold, Christian; Rosendahl, Jan; Vanvinckenroye, Joris; Ney, Hermann
Detecting Various Types of Noise for Neural Machine Translation
The 60th Annual Meeting of the Association for Computational Linguistics - Findings of ACL 2022 : May 22-27, 2022 : ACL 2022, 2542-2551 (2022)

[Contribution to a book, Contribution to a conference proceedings]
Matzutt, Roman; Ahlrichs, Vincent; Pennekamp, Jan; Karwacik, Roman; Wehrle, Klaus
A Moderation Framework for the Swift and Transparent Removal of Illicit Blockchain Content
IEEE International Conference on Blockchain and Cryptocurrency : 2-5 May 2022, Shanghai, China (virtual conference) / IEEE ICBC, IEEE, IEEE ComSoc - IEEE Communications Society, 9 Seiten (2022)
[DOI: 10.1109/ICBC54727.2022.9805508]

[Journal Article]
Beier, René; Röglin, Heiko; Rösner, Clemens; Vöcking, Berthold
The smoothed number of Pareto-optimal solutions in bicriteria integer optimization
Mathematical programming, 37 Seiten (2022)
[DOI: 10.1007/s10107-022-01885-6]

[Contribution to a book, Contribution to a conference proceedings]
Jarke, Matthias; Andres, Michael; Mirz, Markus; van der Velde, Dennis; Zocher, Julius; Schumann, Klemens; Hauk, Christopher; Ulbig, Andreas; Monti, Antonello
Digital Energy: Towards Comprehensive Digital Support for a Renewable-Based Energy Sector
Smart cities, green technologies, and intelligent transport systems : 10th International Conference, SMARTGREENS 2021 and 7th International Conference, VEHITS 2021, virtual event, April 28-30, 2021 revised selected papers / Cornel Klein, Matthias Jarke, Markus Helfert, Karsten Berns, Oleg Gusikhin (eds.), 435-453 (2022)
[DOI: 10.1007/978-3-031-17098-0_22]

[Book, Proceedings]
Klein, Cornel (Editor); Jarke, Matthias (Editor); Helfert, Markus (Editor); Berns, Karsten (Editor); Gusikhin, Oleg (Editor)
Smart cities, green technologies, and intelligent transport systems : 10th International Conference, SMARTGREENS 2021 and 7th International Conference, VEHITS 2021, virtual event, April 28-30, 2021 revised selected papers
Communications in computer and information science 1612 (2022)
[DOI: 10.1007/978-3-031-17098-0]

[Contribution to a conference proceedings, Journal Article]
Frohn, Florian; Fuhs, Carsten
A calculus for modular loop acceleration and non-termination proofs
International journal on software tools for technology transfer, 24, 5, 691-715 (2022)
[DOI: 10.1007/s10009-022-00670-2]

[Contribution to a book, Contribution to a conference proceedings]
Wolsing, Konrad; Wagner, Eric; Saillard, Antoine; Henze, Martin
IPAL : Breaking up Silos of Protocol-dependent and Domain-specific Industrial Intrusion Detection Systems
Proceedings of the 25th International Symposium on Research in Attacks, Intrusions and Defenses, 510-525 (2022)
[DOI: 10.1145/3545948.3545968]

[Contribution to a book, Contribution to a conference proceedings]
Grochowski, Marco; Völker, Marcus; Kowalewski, Stefan
Automatic Test Suite Generation for PLC Software in the Internet of Production
2022 27th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) : 6-9 Sept. 2022 / [IEEE Industrial Electronics Society, IEEE], 8 Seiten (2022)
[DOI: 10.1109/ETFA52439.2022.9921726]

[Report]
Michael, Judith; Rumpe, Bernhard; Standt, Janos; Weber, Uli
Domänenspezifische Modellierung für die Definition von Gesetzen und Ordnungen
(2022)

[Journal Article]
Butting, Arvid; Michael, Judith; Rumpe, Bernhard
Language Composition via Kind-Typed Symbol Tables
Journal of object technology : JOT, 21, 4, 1-13 (2022)
[DOI: 10.5381/jot.2022.21.4.a5]

[Master Thesis]
Simons, Ruben; Martin, Philipp
HPC file system parameter evaluation
(2022)
[DOI: 10.18154/RWTH-2022-09869]

[Journal Article]
Schmidt, P.; Born, Janis Sebastian; Bommes, D.; Campen, M.; Kobbelt, Leif
TinyAD: Automatic differentiation in geometry processing made simple
Computer graphics forum, 41, 5, 113-124 (2022)
[DOI: 10.1111/cgf.14607]

[Contribution to a book, Contribution to a conference proceedings]
Klamma, Ralf; Slupczynski, Michal Piotr
MILKI-PSY Cloud: MLOps-based Multimodal Sensor Stream Processing Pipeline for Learning Analytics in Psychomotor Education
MILeS 2022 : Multimodal Immersive Learning Systems 2022 : proceedings of the Second International Workshop on Multimodal Immersive Learning Systems (MILeS 2022) at the Seventeenth European Conference on Technology Enhanced Learning (EC-TEL 2022) : Toulouse, France, September 12th-16th, 2022 / edited by Khaleel Asyraaf Mat Sanusi, Bibeg Limbu, Jan Schneider, Daniele Di Mitri, Roland Klemke, 8-14 (2022)
[DOI: 10.18154/RWTH-2022-09814]

[Contribution to a book, Contribution to a conference proceedings]
Wolsing, Konrad; Thiemt, Lea; van Sloun, Christian; Wagner, Eric; Wehrle, Klaus; Henze, Martin
Can Industrial Intrusion Detection Be SIMPLE?
Computer security - ESORICS 2022 : 27th European Symposium on Research in Computer Security, Copenhagen, Denmark, September 26-30, 2022, proceedings, / Vijayalakshmi Atluri, Roberto Di Pietro, Christian D. Jensen, Weizhi Meng. - Part III, 574-594 (2022)
[DOI: 10.1007/978-3-031-17143-7_28]

[Contribution to a book, Contribution to a conference proceedings]
Drury, Vincent Jakob; Röpke, René; Schroeder, Ulrik; Meyer, Ulrike
Analyzing and Creating Malicious URLs: A Comparative Study on Anti-Phishing Learning Games
[Usable Security and Privacy (USEC) Symposium 2022, USEC2022, 2022-04-28 - 2022-04-28, San Diego, CA, USA], 13 Seiten (2022)
[DOI: 10.14722/usec.2022.23085]

[Abstract, Contribution to a book, Contribution to a conference proceedings]
Klamma, Ralf; Hensen, Benedikt; Neumann, Alexander Tobias; Martin, Anika Isabelle
Virtual Mentor Agents as Companions in Higher Education
The 1st International Workshop on Metaverse and Artificial Companions in Education and Society (MetaACES 2022): Workshop Proceedings / Editors: Tak-Wai Chan, Maiga Chang, Gwo-Jen Hwang, Hiroaki Ogata, Siu-Cheung Kong, 36-36 (2022)

[Contribution to a conference proceedings]
Ehret, Jonathan
Doctoral Consortium: Verbal Interactions with Embodied Conversational Agents
[22nd ACM International conference on intelligent virtual agents, IVA 2022, 2022-09-06 - 2022-09-09, Faro, Portugal] (2022)

[Book, Dissertation / PhD Thesis]
Khan, Shahid
Boolean-logic driven Markov processes : Explained. Analysed. Verified
Aachener Informatik-Berichte (AIB) AIB-2022-02 (2022)
[DOI: 10.18154/RWTH-2022-09528]

[Journal Article]
Röpke, René; Drury, Vincent Jakob; Meyer, Ulrike; Schroeder, Ulrik
Exploring and Evaluating Different Game Mechanics for Anti-Phishing Learning Games
International journal of serious games, 9, 3, 23-41 (2022)
[DOI: 10.17083/ijsg.v9i3.501]

[Journal Article]
Mager, Fabian; Baumann, Dominik Oliver; Herrmann, Carsten; Trimpe, Johann Sebastian; Zimmerling, Marco
Scaling beyond Bandwidth Limitations: Wireless Control with Stability Guarantees under Overload
ACM transactions on cyber-physical systems, 6, 3, 20 (2022)
[DOI: 10.1145/3502299]

[Contribution to a book, Contribution to a conference proceedings]
Schwitanski, Simon; Tomski, Felix; Protze, Joachim; Terboven, Christian; Müller, Matthias S.
An On-the-Fly Method to Exchange Vector Clocks in Distributed-Memory Programs
2022 IEEE 36th International Parallel and Distributed Processing Symposium workshops : 30 May-3 June 2022, virtual event, 530-540 (2022)
[DOI: 10.1109/IPDPSW55747.2022.00093]

[Contribution to a book, Journal Article]
Brütsch, Benedikt; Thomas, Wolfgang
Solving Infinite Games in the Baire Space
Fundamenta informaticae, 186, 1/4, 63-88 (2022)
[DOI: 10.3233/FI-222119]

[Book, Proceedings]
Ábrahám, Erika (Editor); Paolieri, Marco (Editor)
Quantitative evaluation of systems : 19th international conference, QEST 2022 Warsaw, Poland, September 12-16, 2022, proceedings
Lecture notes in computer science 13479 (2022)
[DOI: 10.1007/978-3-031-16336-4]

[Contribution to a conference proceedings, Journal Article]
Ábrahám, Erika; Davenport, James H.; England, Matthew; Griggio, Alberto
New Perspectives in Symbolic Computation and Satisfiability Checking
Dagstuhl reports, 12, 2, 67-86 (2022)
[DOI: 10.4230/DagRep.12.2.67]

[Contribution to a book, Contribution to a conference proceedings]
Dramnesc, Isabela; Ábrahám, Erika; Jebelean, Tudor; Kusper, Gábor; Stratulat, Sorin
Experiments with Automated Reasoning in the Class
Intelligent Computer Mathematics : 15th International Conference, CICM 2022, Tbilisi, Georgia, September 19-23, 2022, Proceedings / edited by Kevin Buzzard, Temur Kutsia, 287-304 (2022)
[DOI: 10.1007/978-3-031-16681-5_20]

[Journal Article]
Badings, Thom; Cubuktepe, Murat; Jansen, Nils; Junges, Sebastian; Katoen, Joost-Pieter; Topcu, Ufuk
Scenario-based verification of uncertain parametric MDPs
International journal on software tools for technology transfer : STTT _, 24, 5, 803-8019 (2022)
[DOI: 10.1007/s10009-022-00673-z]

[Journal Article]
Gray, Jeff; Rumpe, Bernhard
Modeling of, for, and with digital twins
Software and systems modeling, 21, 5, 1685-1686 (2022)
[DOI: 10.1007/s10270-022-01046-5]

[Contribution to a book, Contribution to a conference proceedings]
Berger, Philipp; Lenze, Wiebke; Noll, Thomas; Schotten, Simon; Büker, Thorsten; Fietze, Mario; Kogel, Bastian
Analysing Capacity Bottlenecks in Rail Infrastructure by Episode Mining
Formal Methods for Industrial Critical Systems : 27th International Conference, FMICS 2022, Warsaw, Poland, September 14-15, 2022, Proceedings / edited by Jan Friso Groote, Marieke Huisman, 121-133 (2022)
[DOI: 10.1007/978-3-031-15008-1_9]

[Contribution to a book, Contribution to a conference proceedings]
Spel, Jip Josephine; Stein, Svenja Maria; Katoen, Joost-Pieter
POMDP Controllers with Optimal Budget
Quantitative evaluation of systems : 19th international conference, QEST 2022 Warsaw, Poland, September 12-16, 2022, proceedings / Erika Ábrahám, Marco Paolieri (eds.), 107-130 (2022)
[DOI: 10.1007/978-3-031-16336-4_6]

[Preprint]
Gräfe, Alexander Stephan; Baumann, Dominik; Trimpe, Johann Sebastian
Towards remote fault detection by analyzing communication priorities
(2022)
[DOI: 10.48550/arXiv.2209.15498]

[Contribution to a conference proceedings, Journal Article]
Gräfe, Alexander Stephan; Eickhoff, Joram; Trimpe, Johann Sebastian
Event-triggered and distributed model predictive control for guaranteed collision avoidance in UAV swarms
IFAC-PapersOnLine, 55, 13, 79-84 (2022)
[DOI: 10.1016/j.ifacol.2022.07.239]

[Journal Article]
Wang, Qiuye; Chen, Mingshuai; Xue, Bai; Zhan, Naijun; Katoen, Joost-Pieter
Encoding inductive invariants as barrier certificates : Synthesis via difference-of-convex programming
Information and computation, 289, A, 104965 (2022)
[DOI: 10.1016/j.ic.2022.104965]

[Contribution to a book, Contribution to a conference proceedings]
Protze, Joachim; Orland, Fabian; Haldar, Kingshuk; Koritzius, Thore; Terboven, Christian
On-the-Fly Calculation of Model Factors for Multi-paradigm Applications
Euro-Par 2022: Parallel Processing : 28th International Conference on Parallel and Distributed Computing, Glasgow, UK, August 22-26, 2022, Proceedings / edited by José Cano, Phil Trinder, 69-84 (2022)
[DOI: 10.1007/978-3-031-12597-3_5]

[Journal Article]
Riillo, Cesare A. F.; Jakobs, Kai
Too many or too few Standards Setters? Evidence from the Performance of Firms engaged in Standardization
The journal of technology transfer, 26 Seiten (2022)
[DOI: 10.1007/s10961-022-09951-z]

[Journal Article]
Tetteroo, Jaco; Baratchi, Mitra; Hoos, Holger H.
Automated Machine Learning for COVID-19 Forecasting
IEEE access, 10, 94718-94737 (2022)
[DOI: 10.1109/ACCESS.2022.3202220]

[Master Thesis]
Khalifa, Mohamed; Fesefeldt, Ira Justus
Termination analysis of procedural pointer programs modelled by graph grammars
(2022)
[DOI: 10.18154/RWTH-2022-09096]

[Dissertation / PhD Thesis]
Born, Janis Sebastian
Topological aspects of maps between surfaces
(2022)
[DOI: 10.18154/RWTH-2022-09094]

[Report]
Bolke-Hermanns, Helene-Maria; Indermark, Klaus; Katoen, Joost-Pieter; Kowalewski, Stefan; Noll, Thomas; Thomas, Wolfgang
50 Jahre Studiengang Informatik an der RWTH Aachen : Ein Streifzug in Text und Bild
(2022)

[Journal Article]
Nachmann, Imke Helene; Michael, Judith; Müller, Erik; Rumpe, Bernhard; Varga, Simon
Model-Driven Engineering of Process-Aware Information Systems
SN Computer Science, 3, 6, 479 (2022)
[DOI: 10.1007/s42979-022-01334-3]

[Contribution to a book, Contribution to a conference proceedings]
Grochowski, Marco; Völker, Marcus; Kowalewski, Stefan
Test Suite Augmentation for Reconfigurable PLC Software in the Internet of Production
Formal Methods for Industrial Critical Systems : 27th International Conference, FMICS 2022, Warsaw, Poland, September 14-15, 2022, Proceedings / edited by Jan Friso Groote, Marieke Huisman, 137-154 (2022)
[DOI: 10.1007/978-3-031-15008-1_10]

[Contribution to a conference proceedings, Journal Article]
Sen, Ömer; van der Velde, Dennis; Lühman, Maik; Sprünken, Florian; Hacker, Helge Immanuel; Ulbig, Andreas; Andres, Michael; Henze, Martin
On specification-based cyber-attack detection in smart grids
Energy informatics, 5, Supplement 1, 23 (2022)
[DOI: 10.1186/s42162-022-00206-7]

[Contribution to a book, Contribution to a conference proceedings]
Judel, Sven; Schnell, Erik; Schroeder, Ulrik
Performantes xAPI Logging in Moodle
DELFI 2022 : die 20. Fachtagung Bildungstechnologien der Gesellschaft für Informatik e.V. : 12.-14. September 2022, Karlsruhe / Peter A. Henning, Michael Striewe, Matthias Wölfel (Hrsg.) ; Gesellschaft für Informatik e.V. (GI), 159-164 (2022)
[DOI: 10.18420/delfi2022-028]

[Contribution to a conference proceedings]
Michael, Judith
A Vision Towards Generated Assistive Systems for Supporting Human Interactions in Production
Modellierung 2022 Satellite Events / J. Michael, J. Pfeiffer, A. Wortmann (Hrsg.), 150-153 (2022)
[DOI: 10.18420/modellierung2022ws-019]

[Contribution to a book, Contribution to a conference proceedings]
Hensen, Benedikt; Klamma, Ralf
A Mixed Reality Teaching Course for Formal Higher Education
2022 8th International Conference of the Immersive Learning Research Network (iLRN), 5 Seiten (2022)
[DOI: 10.23919/iLRN55037.2022.9815961]

[Contribution to a book, Contribution to a conference proceedings]
Schäfer, Sebastian; Löbel, Alexander; Meyer, Ulrike
Accurate Real-Time Labeling of Application Traffic
[2022 IEEE 47th Conference on Local Computer Networks, LCN, 2022-09-26 - 2022-09-29, Edmonton, AB, Canada], 291-294 (2022)
[DOI: 10.1109/LCN53696.2022.9843419]

[Journal Article]
Dalibor, Manuela; Jansen, Nico; Rumpe, Bernhard; Schmalzing, David Pascal; Wachtmeister, Louis; Wimmer, Manuel; Wortmann, Andreas
A Cross-Domain Systematic Mapping Study on Software Engineering for Digital Twins
The journal of systems and software : JSS, 193, 111361 (2022)
[DOI: 10.1016/j.jss.2022.111361]

[Bachelor Thesis]
Khadjavian, Martin; Heinemann, Birte
An approach to improve immersion in the VR Classroom by realizing psycho-acoustical factors of auditory perception through unity-based audio effects and algorithms
(2022)
[DOI: 10.18154/RWTH-2022-08894]

[Bachelor Thesis]
Mihailovska, Nikol; Brocker, Annabell
Encouraging a continuous interaction in JupyterLab : a prototypical gamification integration
(2022)
[DOI: 10.18154/RWTH-2022-08892]

[Master Thesis]
Ahmed, Ifthekar
Identifying a gamification approach for a Python programming course for novices using Jupyter an an example
(2022)
[DOI: 10.18154/RWTH-2022-08891]

[Master Thesis]
Dörenberg, Julian
Converting histological records into structured data by using a Dependency Grammar
(2022)
[DOI: 10.18154/RWTH-2022-08841]

[Preprint]
Fesefeldt, Ira Justus; Katoen, Joost-Pieter; Noll, Thomas
Towards Concurrent Quantitative Separation Logic
(2022)
[DOI: 10.18154/RWTH-2022-08799]

[Contribution to a book, Contribution to a conference proceedings]
Pourbafrani, Mahsa; Rafiei, Majid; Berti, Alessandro; van der Aalst, Wil M. P.
Research Challenges in Information Science : 16th International Conference, RCIS 2022, Barcelona, Spain, May 17-20, 2022, Proceedings / edited by Renata Guizzardi, Jolita Ralyté, Xavier Franch
Research Challenges in Information Science, 735-743 (2022)
[DOI: 10.1007/978-3-031-05760-1_50]

[Contribution to a book, Contribution to a conference proceedings]
Pourbafrani, Mahsa; van der Aalst, Wil M. P.
Hybrid Business Process Simulation: Updating Detailed Process Simulation Models Using High-Level Simulations
Research Challenges in Information Science : 16th International Conference, RCIS 2022, Barcelona, Spain, May 17-20, 2022, Proceedings / edited by Renata Guizzardi, Jolita Ralyté, Xavier Franch, 177-194 (2022)
[DOI: 10.1007/978-3-031-05760-1_11]

[Contribution to a book, Contribution to a conference proceedings]
Görzen, Sergej; Heinemann, Birte; Schroeder, Ulrik
Ein Konzept zur Unterstützung der Entwicklung von Virtual Reality Lernszenarien durch die Einbindung von Learning Analytics und Open Educational Resources
DELFI 2022 : die 20. Fachtagung Bildungstechnologien der Gesellschaft für Informatik e.V. : 12.-14. September 2022, Karlsruhe / Peter A. Henning, Michael Striewe, Matthias Wölfel (Hrsg.) ; Gesellschaft für Informatik e.V. (GI), 209-210 (2022)
[DOI: 10.18420/delfi2022-035]

[Contribution to a book, Contribution to a conference proceedings]
Heinemann, Birte; Hennig, Deborah Lidwina; Ismail, Ali; Schroeder, Ulrik
Das VR Klassenzimmer als Experimentallabor für die systematische Erforschung der Blickbewegungen von Lehrkräften
DELFI 2022 : die 20. Fachtagung Bildungstechnologien der Gesellschaft für Informatik e.V. : 12.-14. September 2022, Karlsruhe / Peter A. Henning, Michael Striewe, Matthias Wölfel (Hrsg.) ; Gesellschaft für Informatik e.V. (GI), 211-212 (2022)
[DOI: 10.18420/delfi2022-036]

[Contribution to a conference proceedings]
Rennecke, Paul; Ehlenz, Matthias Siegfried; Heinemann, Birte; Schroeder, Ulrik
Strukturierte Erfassung von individuellem Verhalten in Gruppensituationen mit xAPI
[20. Fachtagung Bildungstechnologien, DELFI, Karlsruhe, Germany], 165-176 (2022)
[DOI: 10.18420/delfi2022-029]

[Contribution to a book, Contribution to a conference proceedings]
Heinemann, Birte; Görzen, Sergej; Schroeder, Ulrik
Systematic Design for Effective Learning in Virtual Reality
2022 International Conference on Advanced Learning Technologies : ICALT 2022 : Bucharest, Romania, 1-4 July 2022 ; proceedings / organized by: IEEE Technical Community on Learning Technology ; editors: Maiga Chang (Athabasca University, Canada), Nian-Shing Chen (National Taiwan Normal University, Taiwan), Mihai Dascalu (University Politehnica of Bucharest, Romania), Demetrios G. Sampson (University of Piraeus, Greece), Ahmed Tlili (Beijing Normal University, China), Stefan Trausan-Matu (University Politehnica of Bucharest, Romania), 341-343 (2022)
[DOI: 10.1109/ICALT55010.2022.00107]

[Multimedia]
Görzen, Sergej; Heinemann, Birte; Heim, Marlene; Schroeder, Ulrik
Overview of Open Educational VR applications for the paper 'Open Educational Resources and Virtual Reality: An inventory'
(2022)

[Dissertation / PhD Thesis]
Fuchs, Janosch
Graph exploration with advice and online crossing minimization
(2022)
[DOI: 10.18154/RWTH-2022-08761]

[Contribution to a book, Contribution to a conference proceedings]
Fesefeldt, Ira Justus; Katoen, Joost-Pieter; Noll, Thomas
Towards Concurrent Quantitative Separation Logic
33rd International Conference on Concurrency Theory (CONCUR 2022) / Herausgeber: Bartek Klin, Sławomir Lasota, Anca Muscholl, 25:1-25:24 (2022)
[DOI: 10.4230/LIPICS.CONCUR.2022.25]

[Journal Article]
Kirchhof, Jörg Christian; Kleiss, Anno; Rumpe, Bernhard; Schmalzing, David Pascal; Schneider, Philipp; Wortmann, Andreas
Model-driven Self-adaptive Deployment of Internet of Things Applications with Automated Modification Proposals
ACM transactions on internet of things, 3, 4, 30 (2022)
[DOI: 10.1145/3549553]

[Contribution to a book, Contribution to a conference proceedings]
Theissen-Lipp, Johannes; Kocher, Max; Decker, Stefan Josef; Sapel, Patrick; Schmitz, Mauritius; Hopmann, Christian
Collecting Data and Metadata by Transforming between Differently Expressive Query Languages
2022 IEEE 16th International Conference on Semantic Computing (ICSC), 26-28 Jan. 2022, 225-228 (2022, 2023)
[DOI: 10.1109/ICSC52841.2022.00044]

[Contribution to a book, Contribution to a conference proceedings]
Regnat, Nikolaus; Gupta, Rohit; Jansen, Nico; Rumpe, Bernhard
Implementation of the SpesML Workbench in MagicDraw
Modellierung 2022 : 27.06.-01.07.2022 Hamburg, Germany / Matthias Riebisch, Marina Tropmann-Frick (Hrsg.) ; Gesellschaft für Informatik e.V. (GI), 61-76 (2022)
[DOI: 10.18420/modellierung2022ws-008]

[Contribution to a book, Contribution to a conference proceedings]
Nachmann, Imke Helene; Rumpe, Bernhard; Stachon, Max Philip; Stüber, Sebastian Wolfram
Open-World Loose Semantics of Class Diagrams as Basis for Semantic Differences
Modellierung 2022 : 27.06.-01.07.2022 Hamburg, Germany / Matthias Riebisch, Marina Tropmann-Frick (Hrsg.) ; Gesellschaft für Informatik e.V. (GI), 111-127 (2022)
[DOI: 10.18420/modellierung2022-016]

[Contribution to a book, Contribution to a conference proceedings]
Michael, Judith; Nachmann, Imke Helene; Netz, Lukas Stephan Michael; Rumpe, Bernhard; Stüber, Sebastian Wolfram
Generating Digital Twin Cockpits for Parameter Management in the Engineering of Wind Turbines
Modellierung 2022 : 27.06.-01.07.2022 Hamburg, Germany / Matthias Riebisch, Marina Tropmann-Frick (Hrsg.) ; Gesellschaft für Informatik e.V. (GI), 33-48 (2022)
[DOI: 10.18420/MODELLIERUNG2022-012]

[Contribution to a book, Contribution to a conference proceedings]
Kampmann, Alexandru; Lüer, Maximilian; Kowalewski, Stefan; Alrifaee, Bassam
Optimization-based Resource Allocation for an Automotive Service-oriented Software Architecture
2022 IEEE Intelligent Vehicles Symposium (IV) : 4-9 June 2022 / publisher: IEEE, 678-687 (2022)
[DOI: 10.1109/IV51971.2022.9827429]

[Contribution to a book, Contribution to a conference proceedings]
Kampmann, Alexandru; Lamberti, Michael; Petrovic, Nikola; Kowalewski, Stefan; Alrifaee, Bassam
Investigating Outdoor Recognition Performance of Infrared Beacons for Infrastructure-based Localization
2022 IEEE Intelligent Vehicles Symposium (IV) : 4-9 June 2022 / publisher: IEEE, 1107-1113 (2022)
[DOI: 10.1109/IV51971.2022.9827288]

[Contribution to a book, Contribution to a conference proceedings]
Wolsing, Konrad; Saillard, Antoine; Bauer, Jan; Wagner, Eric; van Sloun, Christian; Fink, Ina Berenice; Schmidt, Mari; Wehrle, Klaus; Henze, Martin
Network Attacks Against Marine Radar Systems: A Taxonomy, Simulation Environment, and Dataset
Proceedings of the 47th IEEE Conference on Local Computer Networks : LCN 2022 : September 26-29, 2022, hybrid hosted in Edmonton, AB, Canada / general chair: Lyes Khoukhi ; editors: Sharief Oteafy, Eyuphan Bulut, and Florian Tschorsch ; IEEE, IEEE Computer Society, IEEE Computer Society, TCCC - Technical Committee on Computer Communications, 114-122 (2022)
[DOI: 10.1109/LCN53696.2022.9843801]

[Journal Article]
Peukert, Christian; Weinhardt, Christof; Hinz, Oliver; van der Aalst, Wil M. P.
Metaverse : How to Approach Its Challenges from a BISE Perspective
Business & information systems engineering, 65, 4, 401-406 (2022)
[DOI: 10.1007/s12599-022-00765-9]

[Contribution to a book, Contribution to a conference proceedings]
Lommen, Nils; Meyer, Fabian Niklas; Giesl, Jürgen
Automatic Complexity Analysis of Integer Programs via Triangular Weakly Non-Linear Loops
Automated reasoning : 11th International Joint Conference, IJCAR 2022, Haifa, Israel, August 8-10, 2022, proceedings / Jasmin Blanchette, Laura Kovács, Dirk Pattinson (eds.), 734-754 (2022)
[DOI: 10.1007/978-3-031-10769-6_43]

[Contribution to a book, Contribution to a conference proceedings]
Frohn, Florian; Giesl, Jürgen
Proving Non-Termination and Lower Runtime Bounds with LoAT (System Description)
Automated reasoning : 11th International Joint Conference, IJCAR 2022, Haifa, Israel, August 8-10, 2022, proceedings / Jasmin Blanchette, Laura Kovács, Dirk Pattinson (eds.), 712-722 (2022)
[DOI: 10.1007/978-3-031-10769-6_41]

[Contribution to a book, Contribution to a conference proceedings]
Giesl, Jürgen; Lommen, Nils; Hark, Marcel Tobias; Meyer, Fabian Niklas
Improving Automatic Complexity Analysis of Integer Programs
The logic of software : a tasting menu of formal methods : essays dedicated to Reiner Hähnle on the occasion of his 60th birthday / Wolfgang Ahrendt, Bernhard Beckert, Richard Bubel, Einar Broch Johnsen (eds.), 193-228 (2022)
[DOI: 10.1007/978-3-031-08166-8_10]

[Bachelor Thesis]
Rennecke, Paul; Heinemann, Birte; Ehlenz, Matthias Siegfried
Entwicklung einer Anwendung zur strukturierten Erfassung von Verhaltensbeobachtungen mit xAPI
(2022)
[DOI: 10.18154/RWTH-2022-08493]

[Contribution to a book, Contribution to a conference proceedings]
Mokhtarian, Armin; Schäfer, Simon; Alrifaee, Bassam
CPM Olympics: Development of Scenarios for Benchmarking in Networked and Autonomous Driving
2022 IEEE Intelligent Vehicles Symposium (IV) : 4-9 June 2022 / publisher: IEEE, 9-15 (2022)
[DOI: 10.1109/IV51971.2022.9827299]

[Contribution to a book, Contribution to a conference proceedings]
Mokhtarian, Armin; Alrifaee, Bassam
CPM Remote: A Remote Access to the CPM Lab
8th-2022 International Conference on Control, Decision and Information Technologies (CoDIT\'22) : May 17-20, 2022, Istanbul, Turkey / CoDIT 2022 ; IFAC - International Federation of Automation Control, IEEE, İzmir Ekonomi Üniversitesi, LISIER, IEEE SMC - System, Man, and Cybernetics Society, IEEE Control Systems Society, CNRS GDR - Groupement de recherche, RO - Recherche opérationelle ; honorary chairs: Okyay Kaynak (Bogazici University, Turkey), Mengchu Zhou (New Jersey Institute of Technology, USA) ; publication co-chairs: Mariagrazia Dotoli (Polytechnic University of Bari, Italy), Nicholas Karampetakis (Aristotle University of Thessaloniki, Greece), Kamal Medjaher (École nationale d\'ingénieurs de Tarbes, France), 1124-1129 (2022)
[DOI: 10.1109/CoDIT55151.2022.9804088]

[Contribution to a book, Contribution to a conference proceedings]
Breuer, Malte; Hein, Pascal; Pompe, Leonardo; Temme, Ben Clemens; Meyer, Ulrike; Wetzel, Susanne
Solving the Kidney Exchange Problem Using Privacy-Preserving Integer Programming
2022 19th Annual International Conference on Privacy, Security & Trust (PST) : 22-24 Aug. 2022 / conference general chair: Ali Ghorbani (Canadian Institute for Cybersecurity - CIC, University of New Brunswick, Canada) ; publication chair: Haruna Isah (CIC, University of New Brunswick, Canada), 10 Seiten (2022)
[DOI: 10.1109/PST55820.2022.9851968]

[Contribution to a book, Contribution to a conference proceedings]
Hensen, Benedikt; Bekhter, Danylo; Blehm, Dascha; Meinberger, Sebastian; Klamma, Ralf
Mixed Reality Agents for Automated Mentoring Processes
Extended Reality : First International Conference, XR Salento 2022, Lecce, Italy, July 6-8, 2022, Proceedings, Part II / edited by Lucio Tommaso De Paolis, Pasquale Arpaia, Marco Sacco, 3-16 (2022)
[DOI: 10.1007/978-3-031-15553-6_1]

[Contribution to a book]
Piller, Frank Thomas; Nitsch, Verena; van der Aalst, Wil M. P.
Hybrid Intelligence in Next Generation Manufacturing: An Outlook on New Forms of Collaboration Between Human and Algorithmic Decision-Makers in the Factory of the Future
Forecasting next generation manufacturing : digital shadows, human-machine collaboration, and data-driven business models / Frank T. Piller, Verena Nitsch, Dirk Lüttgens, Alexander Mertens, Sebastian Pütz, Marc Van Dyck editors, 139-158 (2022)
[DOI: 10.1007/978-3-031-07734-0_10]

[Contribution to a book]
Baier, Ralph Oliver; Nouduri, Srikanth; Vervier, Luisa Sophie; Brauner, Philipp; Koren, István; Ziefle, Martina; Nitsch, Verena
Interface Design in Next Generation Manufacturing
Forecasting next generation manufacturing : digital shadows, human-machine collaboration, and data-driven business models / Frank T. Piller, Verena Nitsch, Dirk Lüttgens, Alexander Mertens, Sebastian Pütz, Marc Van Dyck editors, 107-118 (2022)
[DOI: 10.1007/978-3-031-07734-0_7]

[Contribution to a book]
Brecher, Christian; Jarke, Matthias; Piller, Frank Thomas; Schuh, Günther; Becker, Annika; Brillowski, Florian Sascha; Christou, Ester; Koren, István; Kuhn, Maximilian; Lüttgens, Dirk; van Dyck, Marc; Wiesch, Marian
Governance Structures in Next Generation Manufacturing
Forecasting next generation manufacturing : digital shadows, human-machine collaboration, and data-driven business models / Frank T. Piller, Verena Nitsch, Dirk Lüttgens, Alexander Mertens, Sebastian Pütz, Marc Van Dyck editors, 55-73 (2022)
[DOI: 10.1007/978-3-031-07734-0_4]

[Contribution to a book, Contribution to a conference proceedings]
Hensen, Benedikt; Klamma, Ralf
3D Skill Trees in Mixed Reality for Creating and Visualizing Learning Plans
2022 International Conference on Advanced Learning Technologies : ICALT 2022 : Bucharest, Romania, 1-4 July 2022 ; proceedings / organized by: IEEE Technical Community on Learning Technology ; editors: Maiga Chang (Athabasca University, Canada), Nian-Shing Chen (National Taiwan Normal University, Taiwan), Mihai Dascalu (University Politehnica of Bucharest, Romania), Demetrios G. Sampson (University of Piraeus, Greece), Ahmed Tlili (Beijing Normal University, China), Stefan Trausan-Matu (University Politehnica of Bucharest, Romania), 309-313 (2022)
[DOI: 10.1109/ICALT55010.2022.00099]

[Contribution to a book, Contribution to a conference proceedings]
Anapolska, Mariia; Büsing, Christina Maria Katharina; Brandt, Tabea Claudia; Mömke, Tobias
Coworking Scheduling with Network Flows
Network Optimization INOC 2022 : 10th International Network Optimization Conference, Aachen, Germany, June 7-10, 2022 : Proceedings / Editors: Christina Büsing, Arie M.C.A. Koster, 11-16 (2022)
[DOI: 10.48786/INOC.2022.03]

[Preprint]
Brunzema, Paul Jakob; Von Rohr, Alexander; Solowjow, Friedrich; Trimpe, Johann Sebastian
Event-Triggered Time-Varying Bayesian Optimization
(2022, 2023)
[DOI: 10.48550/arXiv.2208.10790]

[Poster]
Mohanathasan, Chinthusa; Ermert, Cosima Antonia; Ehret, Jonathan; Fels, Janina; Kuhlen, Torsten; Schlittmeier, Sabine Janina
Measuring Listening Effort in Adverse Listening Conditions: Testing Two Dual Task Paradigms for Upcoming Audiovisual Virtual Reality Experiments
22. Conference of the European Society for Cognitive Psychology Lille 2022-08-29 - 2022-09-01 (2022)
[DOI: 10.18154/RWTH-2022-08380]

[Contribution to a book, Journal Article]
Schwinger, Felix Clemens; Tanriverdi, Baran; Jarke, Matthias
Comparing Micromobility with Public Transportation Trips in a Data-Driven Spatio-Temporal Analysis
Sustainability, 14, 14, 8247 (2022)
[DOI: 10.3390/su14148247]

[Contribution to a book, Contribution to a conference proceedings]
Grädel, Erich; Helal, Hayyan; Naaf, Matthias Ferdinand; Wilke, Richard Marlon
Zero-One Laws and Almost Sure Valuations of First-Order Logic in Semiring Semantics
Proceedings of the 37th Annual ACM/IEEE Symposium on Logic in Computer Science, 41, 1-12 (2022)
[DOI: 10.1145/3531130.3533358]

[Contribution to a book, Contribution to a conference proceedings]
Drury, Vincent Jakob; Lux, Luisa; Meyer, Ulrike
Dating Phish : An Analysis of the Life Cycles of Phishing Attacks and Campaigns
Proceedings of the 17th International Conference on Availability, Reliability and Security, 14, 11 Seiten (2022)
[DOI: 10.1145/3538969.3538997]

[Contribution to a book, Contribution to a conference proceedings]
Drichel, Arthur; von Brandt, Justus; Meyer, Ulrike
Detecting Unknown DGAs without Context Information
Proceedings of the 17th International Conference on Availability, Reliability and Security, 29, 12 Seiten (2022)
[DOI: 10.1145/3538969.3538990]

[Contribution to a book, Journal Article]
Böckenhauer, Hans-Joachim; Burjons, Elisabet; Raszyk, Martin; Rossmanith, Peter
Reoptimization of parameterized problems
Acta informatica, 59, 4, 427-450 (2022)
[DOI: 10.1007/s00236-022-00428-y]

[Contribution to a book, Contribution to a conference proceedings]
Brocker, Annabell; Judel, Sven; Schroeder, Ulrik; Söltzer, Yanik
Juxl : JupyterLab xAPI Logging Interface
2022 International Conference on Advanced Learning Technologies : ICALT 2022 : Bucharest, Romania, 1-4 July 2022 ; proceedings / organized by: IEEE Technical Community on Learning Technology ; editors: Maiga Chang (Athabasca University, Canada), Nian-Shing Chen (National Taiwan Normal University, Taiwan), Mihai Dascalu (University Politehnica of Bucharest, Romania), Demetrios G. Sampson (University of Piraeus, Greece), Ahmed Tlili (Beijing Normal University, China), Stefan Trausan-Matu (University Politehnica of Bucharest, Romania), 158-160 (2022)
[DOI: 10.1109/ICALT55010.2022.00054]

[Contribution to a book, Contribution to a conference proceedings]
Judel, Sven; Schroeder, Ulrik
EXCALIBUR LA : An Extendable and Scalable Infrastructure Build for Learning Analytics
2022 International Conference on Advanced Learning Technologies : ICALT 2022 : Bucharest, Romania, 1-4 July 2022 ; proceedings / organized by: IEEE Technical Community on Learning Technology ; editors: Maiga Chang (Athabasca University, Canada), Nian-Shing Chen (National Taiwan Normal University, Taiwan), Mihai Dascalu (University Politehnica of Bucharest, Romania), Demetrios G. Sampson (University of Piraeus, Greece), Ahmed Tlili (Beijing Normal University, China), Stefan Trausan-Matu (University Politehnica of Bucharest, Romania), 155-157 (2022)
[DOI: 10.1109/ICALT55010.2022.00053]

[Contribution to a book]
Jarke, Matthias; Quix, Christoph
Federated Data Integration in Data Spaces
Designing Data Spaces : The Ecosystem Approach to Competitive Advantage / edited by Boris Otto, Michael ten Hompel, Stefan Wrobel, 181-194 (2022)
[DOI: 10.1007/978-3-030-93975-5_11]

[Contribution to a book, Contribution to a conference proceedings]
Kloock, Maximilian Martin; Dirksen, Matthis; Kowalewski, Stefan; Alrifaee, Bassam
Generation of Coupling Topologies for Multi-Agent Systems using Non-Cooperative Games
2022 IEEE Intelligent Vehicles Symposium (IV) : 4-9 June 2022 / publisher: IEEE, 1-8 (2022)
[DOI: 10.1109/IV51971.2022.9827431]

[Journal Article]
Geist, Andreas René; Fiene, Jonathan; Tashiro, Naomi; Jia, Zheng; Trimpe, Johann Sebastian
The Wheelbot : A Jumping Reaction Wheel Unicycle
IEEE Robotics and automation letters, 7, 4, 9683-9690 (2022)
[DOI: 10.1109/LRA.2022.3192654]

[Journal Article]
Pourbafrani, Mahsa; van der Aalst, Wil M. P.
Discovering System Dynamics Simulation Models Using Process Mining
IEEE access, 10, 78527-78547 (2022)
[DOI: 10.1109/ACCESS.2022.3193507]

[Contribution to a book]
Berlage, Thomas Leo; Claussen, Carsten; Geisler, Sandra; Velasco, Carlos A.; Decker, Stefan Josef
Medical Data Spaces in Healthcare Data Ecosystems
Designing Data Spaces : The Ecosystem Approach to Competitive Advantage / edited by Boris Otto, Michael ten Hompel, Stefan Wrobel, 291-311 (2022)
[DOI: 10.1007/978-3-030-93975-5_18]

[Dissertation / PhD Thesis]
Li, Zhijian
Computational method for single cell ATAC-seq imputation and dimensionality reduction
(2022)
[DOI: 10.18154/RWTH-2022-07834]

[Contribution to a book, Contribution to a conference proceedings]
Hoppe, Mattis; Kirchhof, Jörg Christian; Kusmenko, Evgeny; Lee, Chan Yong; Rumpe, Bernhard
Agent-Based Autonomous Vehicle Simulation with Hardware Emulation in the Loop
2022 IEEE Intelligent Vehicles Symposium (IV) : 4-9 June 2022 / publisher: IEEE, 16-21 (2022)
[DOI: 10.1109/IV51971.2022.9827215]

[Contribution to a book, Contribution to a conference proceedings]
Zemanek, Sven; Hacker, Helge Immanuel; Wolsing, Konrad; Wagner, Eric; Henze, Martin; Serror, Martin
PowerDuck: A GOOSE Data Set of Cyberattacks in Substations
Cyber Security Experimentation and Test Workshop : [Proceedings], 49-53 (2022)
[DOI: 10.1145/3546096.3546102]

[Preprint]
Brunzema, Paul Jakob; Von Rohr, Alexander; Trimpe, Johann Sebastian
On Controller Tuning with Time-Varying Bayesian Optimization
(2022)
[DOI: 10.48550/ARXIV.2207.11120]

[Journal Article]
Goswami, Saubhik; Roy, Srijeet; Banerjee, Sneha; Bhattacharya, Sohini; Choudhury, Sankhayan
A profiling-based movie recommendation approach using link prediction
Innovations in systems and software engineering (2022)
[DOI: 10.1007/s11334-022-00472-4]

[Journal Article]
Gray, Jeff; Rumpe, Bernhard
On the relationship between models and ontologies
Software and systems modeling, 21, 4, 1271-1272 (2022)
[DOI: 10.1007/s10270-022-01021-0]

[Contribution to a book, Contribution to a conference proceedings]
Fiedler, Christian Martin; Trimpe, Johann Sebastian
Revisiting the derivation of stage costs in infinite horizon discrete-time optimal control
[2022 30th Mediterranean Conference on Control and Automation, MED 2022, 2022-06-28 - 2022-07-01, Vouliagmeni, Greece], 211-216 (2022)
[DOI: 10.1109/MED54222.2022.9837146]

[Journal Article]
Fan, Xin; Meyer, Fabian Niklas; Gemmeke, Tobias
Compiling All-Digital-Embedded Content Addressable Memories on Chip for Edge Application
IEEE transactions on computer-aided design of integrated circuits and systems, 41, 8, 2560-2572 (2022)
[DOI: 10.1109/TCAD.2021.3112135]

[Contribution to a book, Contribution to a conference proceedings]
Jüptner, Johann Patrick; Dalibor, Manuela; Trautwein-Bruns, Ute; Rumpe, Bernhard
Schulungskonzept zu Git und GitLab : Gamification zum besseren Lernen
E-Science-Tage 2021 : share your research data / herausgegeben von Vincent Heuveline und Nina Bisheh, 21-35 (2022)
[DOI: 10.11588/heibooks.979.c13715]

[Contribution to a book, Journal Article]
Schupp, Stefan; Ábrahám, Erika; Ebert, Tristan
Recent developments in theory and tool support for hybrid systems verification with HyPro
Information and Computation, 289, Part A, 104945 (2022)
[DOI: 10.1016/j.ic.2022.104945]

[Journal Article]
Welten, Sascha Martin; Holt, Adrian Lars; Hofmann, Julian; Schelter, Lennart Noel; Klopries, Elena-Maria; Wintgens, Thomas Josef; Decker, Stefan Josef
Synthetic rainfall data generator development through decentralised model training
Journal of hydrology, 612, Part C, 128210 (2022)
[DOI: 10.1016/j.jhydrol.2022.128210]

[Contribution to a book, Contribution to a conference proceedings]
Meyer, Max-Arno; Silberg, Sebastian; Granrath, Christian; Kugler, Christopher; Wachtmeister, Louis; Rumpe, Bernhard; Christiaens, Sebastien; Andert, Jakob Lukas
Scenario- and Model-Based Systems Engineering Procedure for the SOTIF-Compliant Design of Automated Driving Functions
2022 IEEE Intelligent Vehicles Symposium (IV) : 4-9 June 2022 / publisher: IEEE, 1599-1604 (2022)
[DOI: 10.1109/IV51971.2022.9827151]

[Dissertation / PhD Thesis]
Karim, Md. Rezaul
Interpreting black-box machine learning models with decision rules and knowledge graph reasoning
(2022)
[DOI: 10.18154/RWTH-2022-07610]

[Journal Article]
Kautz, Oliver; Rumpe, Bernhard; Wachtmeister, Louis
Semantic Differencing of Use Case Diagrams
Journal of object technology : JOT, 21, 3, 1-14 (2022)
[DOI: 10.5381/jot.2022.21.3.a5]

[Conference Presentation]
Hofmann, Till; Belle, Vaishak
Using Abstraction for Interpretable Robot Programs in Stochastic Domains
3. Workshop on Explainable Logic-Based Knowledge Representation Haifa 2022-07-31 - 2022-07-31 (2022)

[Journal Article]
Koschier, Dan Alexander; Bender, Jan Stephen; Solenthaler, Barbara; Teschner, Matthias
A Survey on SPH Methods in Computer Graphics
Computer graphics forum, 41, 2, 737-760 (2022)
[DOI: 10.1111/cgf.14508]

[Contribution to a book, Contribution to a conference proceedings]
Li, Junjie; Bobyr, Alexander; Boehm, Swen; Brantley, William; Brunst, Holger; Cavelan, Aurelien; Chandrasekaran, Sunita; Cheng, Jimmy; Ciorba, Florina M.; Colgrove, Mathew; Curtis, Tony; Daley, Christopher; Ferrato, Mauricio; de Souza, Mayara Gimenes; Hagerty, Nick; Henschel, Robert; Juckeland, Guido; Kelling, Jeffrey; Li, Kelvin; Lieberman, Ron; McMahon, Kevin; Melnichenko, Egor; Neggaz, Mohamed Ayoub; Ono, Hiroshi; Ponder, Carl; Raddatz, Dave; Schueller, Severin; Searles, Robert; Vasilev, Fedor; Vergara, Veronica Melesse; Wang, Bo; Wesarg, Bert; Wienke, Sandra Juliane; Zavala, Miguel
SPEChpc 2021 Benchmark Suites for Modern HPC Systems
Companion of the 2022 ACM/SPEC International Conference on Performance Engineering, 15-16 (2022)
[DOI: 10.1145/3491204.3527498]

[Contribution to a book, Contribution to a conference proceedings]
Brunst, Holger; Chandrasekaran, Sunita; Ciorba, Florina M.; Hagerty, Nick; Henschel, Robert; Juckeland, Guido; Li, Junjie; Vergara, Veronica G. Melesse; Wienke, Sandra Juliane; Zavala, Miguel
First Experiences in Performance Benchmarking with the New SPEChpc 2021 Suites
22nd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing : CCGrid 2022 : 16-19 May 2022, Taormina (Messina), Italy : proceedings / editors: Maria Fazio (University of Messina, Italy), Dhabaleswar K. Panda (Ohio State University, USA), Radu Prodan (University of Klagenfurt, Austria), Valeria Cardellini (University of Rome Tor Vergata, Italy), Burak Kantarci (University of Ottawa, Canada), Omer Rana (University of Cardiff, UK), Massimo Villari (University of Messina, Italy) ; publisher: IEEE, 675-684 (2022)
[DOI: 10.1109/CCGrid54584.2022.00077]

[Preprint]
Hofmann, Till; Belle, Vaishak
Using Abstraction for Interpretable Robot Programs in Stochastic Domains
3. Workshop on Explainable Logic-Based Knowledge Representation Haifa 2022-07-31 - 2022-07-31 (2022)
[DOI: 10.48550/arXiv.2207.12763]

[Contribution to a conference proceedings, Journal Article]
Abouridouane, Mustapha; Augspurger, Thorsten; Reinisch, Niklas Manuel; Rajaei, Ali; Fernández, Mauricio; Viehmann, Tarik; Bergs, Thomas
Advanced experimental setup for in-process measurement of thermo-mechanical load and tool wear when drive shaft turning
Procedia CIRP, 108, 323-328 (2022)

[Preprint]
Schupp, Stefan; Leofante, Francesco; Behr, Leander; Ábrahám, Erika; Tacchella, Armando
Robot Swarms as Hybrid Systems: Modelling and Verification
(2022)
[DOI: 10.48550/arXiv.2207.06758]

[Contribution to a book, Contribution to a conference proceedings]
Haehn, Rebecca; Ábrahám, Erika; Kotowski, Niklas
Acceleration Techniques for Symbolic Simulation of Railway Timetables
Reliability, safety, and security of railway systems : modelling, analysis, verification, and certification : 4th international conference, RSSRail 2022, Paris, France, June 1-2, 2022, proceedings / Simon Collart-Dutilleul, Anne E. Haxthausen, Thierry Lecomte (eds.), 46-62 (2022)
[DOI: 10.1007/978-3-031-05814-1_4]

[Contribution to a book, Contribution to a conference proceedings]
Dobe, Oyendrila; Wilke, Lukas; Ábrahám, Erika; Bonakdarpour, Borzoo; Bartocci, Ezio
Probabilistic Hyperproperties with Rewards
NASA Formal Methods : 14th International Symposium, NFM 2022, Pasadena, CA, USA, May 24-27, 2022, Proceedings / edited by Jyotirmoy V. Deshmukh, Klaus Havelund, Ivan Perez, 656-673 (2022)
[DOI: 10.1007/978-3-031-06773-0_35]

[Contribution to a book, Contribution to a conference proceedings]
Zaman, Eshita; Ciardo, Gianfranco; Ábrahám, Erika; Bonakdarpour, Borzoo
HyperPCTL Model Checking by Probabilistic Decomposition
Integrated formal methods : 17th International Conference, IFM 2022, Lugano, Switzerland, June 7-10, 2022 : proceedings / Maurice H. ter Beek, Rosemary Monahan (eds.), 209-226 (2022)
[DOI: 10.1007/978-3-031-07727-2_12]

[Contribution to a conference proceedings, Journal Article]
Abouridouane, Mustapha; Augspurger, Thorsten; Reinisch, Niklas Manuel; Rajaei, Ali; Fernández, Mauricio; Viehmann, Tarik; Bergs, Thomas
Advanced experimental setup for in-process measurement of thermo-mechanical load and tool wear when drive shaft turning
Procedia CIRP, 108, 323-328 (2022)
[DOI: 10.1016/j.procir.2022.03.054]

[Journal Article]
Brocker, Annabell; Judel, Sven; Schroeder, Ulrik
Integration of Gamification and Learning Analytics in Jupyter
e-learning and education : eleed, 14, 1-8 (2022)

[Preprint]
Posada Moreno, Andres Felipe; Surya, Nikita; Trimpe, Johann Sebastian
ECLAD : Extracting Concepts with Local Aggregated Descriptors
(2022)
[DOI: 10.48550/arXiv.2206.04531]

[Journal Article]
Barton, Thomas; Becker, Nikolas; Krupka, Daniel; Rumpe, Bernhard; Schwarz, Linda; Wolf, Martin
Die Innovationskraft der Informatik für DATI nutzen
Policy brief / Gesellschaft für Informatik, GI, 2, 1-5 (2022)

[Journal Article]
Jansen, Nico; Pfeiffer, Jérôme; Rumpe, Bernhard; Schmalzing, David Pascal; Wortmann, Andreas
The Language of SysML v2 under the Magnifying Glass
Journal of object technology : JOT, 21, 3, 1-15 (2022)
[DOI: 10.5381/jot.2022.21.3.a11]

[Bachelor Thesis]
Merhi, Marielle; Brocker, Annabell
Zielgruppengerechte Überarbeitung und Digitalisierung des Java Leitprogramms
(2022)
[DOI: 10.18154/RWTH-2022-07130]

[Master Thesis]
Oellers, Jens; Brocker, Annabell
Konzeption und Erprobung eines InfoSphere Moduls zum Thema Schülervorstellungen von KI
(2022)
[DOI: 10.18154/RWTH-2022-07129]

[Master Thesis]
Dünzer, Fabian; Görzen, Sergej; Heinemann, Birte
An architecture for easy xAPI integration for developers
(2022)
[DOI: 10.18154/RWTH-2022-07128]

[Bachelor Thesis]
Tushynskaya, Yauheniya
An interactive web-based dashboard to demonstrate a quality 4.0 maturity model
(2022)
[DOI: 10.18154/RWTH-2022-07127]

[Bachelor Thesis]
Pulte, Nils; Noichl, Svenja
Entwicklung eines Generators für zugängliche Gamebook-UIs zur Anwendung in der digitalen Lehre
(2022)
[DOI: 10.18154/RWTH-2022-07126]

[Master Thesis]
Ghosh, Kuntal; Noichl, Svenja
Online onboarding experience for fully "non-digital native" senior citizens
(2022)
[DOI: 10.18154/RWTH-2022-07125]

[Bachelor Thesis]
Rnjbal, Jamal; Görzen, Sergej; Heinemann, Birte
The pocket guide for more refugees in computer science
(2022)
[DOI: 10.18154/RWTH-2022-07124]

[Bachelor Thesis]
Konrad, Fredrik
Learning applications for the research of the learning behavior of people with ADHD
(2022)
[DOI: 10.18154/RWTH-2022-07123]

[Master Thesis]
Adams, Lisa
Developing an editor to create digital gamebooks for educational purposes
(2022)
[DOI: 10.18154/RWTH-2022-07121]

[Bachelor Thesis]
Bytyqi, Ermir; Heinemann, Birte; Görzen, Sergej
Multimodal learning analytics dashboard for VR data in Moodle
(2022)
[DOI: 10.18154/RWTH-2022-07119]

[Journal Article]
Elkoumy, Gamal; Fahrenkrog-Petersen, Stephan A.; Fani Sani, Mohammadreza; Koschmider, Agnes; Mannhardt, Felix; Von Voigt, Saskia Nuñez; Rafiei, Majid; Von Waldthausen, Leopold
Privacy and Confidentiality in Process Mining: Threats and Research Challenges
ACM transactions on management information systems, 13, 1, 1-17 (2022)
[DOI: 10.1145/3468877]

[Contribution to a book, Journal Article]
Park, Gyunam; van der Aalst, Wil M. P.
Action-oriented process mining: bridging the gap between insights and actions
Progress in artificial intelligence (2022)
[DOI: 10.1007/s13748-022-00281-7]

[Contribution to a book, Contribution to a conference proceedings]
Ehlenz, Matthias Siegfried; Heinemann, Birte; Schroeder, Ulrik
Heterogenität und Inklusion in der fachbezogenen Lehramtsausbildung
10. Münsteraner Workshop zur Schulinformatik: Inklusion mit Informatik / herausgegeben von Marco Thomas und Michael Weigend, 45-56 (2022)

[Contribution to a book, Contribution to a conference proceedings]
Heinemann, Birte; Görzen, Sergej; Schroeder, Ulrik
RePiX VR : Learning environment for the Rendering Pipeline in Virtual Reality
Eurographics 2022 : Education Papers / Editors: Jean-Jacques Bourdin, Eric Paquette, 8 Seiten (2022)
[DOI: 10.2312/eged.20221040]

[Abstract]
Heinemann, Birte; Doveren, Jens; Usman, Muhammad; Schroeder, Ulrik
Combining Learning Analytics in remote and virtual lab-based learning with real lab experiences with xAPI video annotation
12. International Conference on Learning Analytics & Knowledge online 2022-03-21 - 2022-03-25 (2022)
[DOI: 10.18154/RWTH-2022-07033]

[Contribution to a book, Contribution to a conference proceedings]
van Bergerem, Steffen; Grohe, Martin; Ritzert, Martin
On the Parameterized Complexity of Learning First-Order Logic
Proceedings of the 41st ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems / Libkin, Leonid, 337-346 (2022)
[DOI: 10.1145/3517804.3524151]

[Contribution to a conference proceedings]
Heinemann, Birte; Ehlenz, Matthias Siegfried; Schroeder, Ulrik
Human-centered learning analytics in interdisciplinary projects: Co-designing data collection
Companion Proceedings of the 12th International Learning Analytics and Knowledge Conference LAK’22 : Learning Analytics for Transition, Disruption and Social Change, 19-22 (2022)
[DOI: 10.18154/RWTH-2022-07014]

[Preprint]
Fiedler, Christian Martin; Trimpe, Johann Sebastian
Revisiting the derivation of stage costs in infinite horizon discrete-time optimal control
(2022)
[DOI: 10.48550/arXiv.2207.05373]

[Journal Article]
Pasquadibisceglie, Vincenzo; Appice, Annalisa; Castellano, Giovanna; van der Aalst, Wil M. P.
PROMISE: Coupling predictive process mining to process discovery
Information sciences, 606, 250-271 (2022)
[DOI: 10.1016/j.ins.2022.05.052]

[Contribution to a book, Contribution to a conference proceedings]
Osterland, Thomas; Rose, Thomas
Scoring-based DOM Content Selection with Discrete Periodicity Analysis
Proceedings of the 24th International Conference on Enterprise Information Systems: April 25-27, 2022 / edited by Joaquim Filipe, Michal Smialek, Alexander Brodsky and Slimane Hammoudi. - Volume 2, 280-289 (2022)
[DOI: 10.5220/0011116300003179]

[Contribution to a book, Contribution to a conference proceedings]
Mehrotra, Siddharth; Brocker, Anke; Obrist, Marianna; Borchers, Jan Oliver
The Scent of Collaboration : Exploring the Effect of Smell on Social Interactions
CHI Conference on Human Factors in Computing Systems Extended Abstracts / edited by Simone Barbosa, Cliff Lampe, Caroline Appert, David A. Shamma, 7 Seiten (2022)
[DOI: 10.1145/3491101.3519632]

[Contribution to a book, Contribution to a conference proceedings]
Brocker, Anke; Strüver, Jakob; Völker, Simon; Borchers, Jan Oliver
SoRoCAD: A Design Tool for the Building Blocks of Pneumatic Soft Robotics
CHI Conference on Human Factors in Computing Systems Extended Abstracts / edited by Simone Barbosa, Cliff Lampe, Caroline Appert, David A. Shamma, 7 Seiten (2022)
[DOI: 10.1145/3491101.3519770]

[Contribution to a book, Contribution to a conference proceedings]
Nowak, Oliver; Schäfer, René; Brocker, Anke; Wacker, Philipp; Borchers, Jan Oliver
Shaping Textile Sliders: An Evaluation of Form Factors and Tick Marks for Textile Sliders
CHI Conference on Human Factors in Computing Systems Extended Abstracts / edited by Simone Barbosa, Cliff Lampe, Caroline Appert, David A. Shamma, 214, 1-14 (2022)
[DOI: 10.1145/3491102.3517473]

[Bachelor Thesis]
Huber, Nikita
Avoiding accidental input: evaluating activation and confirmation techniques on textile sliders
(2022)

[Proceedings]
Michael, Judith (Editor); Pfeiffer, Jérôme (Editor); Wortmann, Andreas (Editor)
Modellierung 2022 Satellite Events
(2022)

[Journal Article]
Qafari, Mahnaz Sadat; van der Aalst, Wil M. P.
Feature recommendation for structural equation model discovery in process mining
Progress in artificial intelligence (2022)
[DOI: 10.1007/s13748-022-00282-6]

[Master Thesis]
Brose, Kim Sebastian; Orland, Fabian
Comparing and modelling the performance of different ML frameworks and hardware accelerators in a coupled OpenFoam+ML application
(2022)
[DOI: 10.18154/RWTH-2022-06845]

[Journal Article]
Bano, Dorina; Michael, Judith; Rumpe, Bernhard; Varga, Simon; Weske, Matthias
Process-aware digital twin cockpit synthesis from event logs
Journal of computer languages, 70, 101121 (2022)
[DOI: 10.1016/j.cola.2022.101121]

[Contribution to a book, Contribution to a conference proceedings]
Michael, Judith; Pfeiffer, Jerome; Rumpe, Bernhard; Wortmann, Andreas
Integration Challenges for Digital Twin Systems-of-Systems
10th IEEE/ACM International Workshop on Software Engineering for Systems-of-Systems and Software Ecosystems : SESoS 2022 : 16 May 2022 : proceedings / ACM - Association for Computing Machinery, IEEE Computer Society ; program co-chairs: Rodrigo Santos, Federal University of the State of Rio de Janeiro - UNIRIO, Brazil), Eleni Constantinou (Eindhoven University of Technology - TU/e, the Netherlands), Pablo Oliveira Antonino (Fraunhofer IESE, Germany), Jan Bosch (Chalmers University of Technology, Sweden) ; proceedings chair: Davi Viana (Federal University of Maranhão - UFMA, Brazil) ; publisher: IEEE, 9-12 (2022)
[DOI: 10.1145/3528229.3529384]

[Contribution to a conference proceedings, Journal Article]
Schmetz, Arno; Bellgardt, Martin; Wehrwein, Vincent; Kuhlen, Torsten; Brecher, Christian
Touch-based Augmented Reality Marking Techniques on Production Parts
Procedia CIRP, 107, 517-521 (2022)
[DOI: 10.1016/j.procir.2022.05.018]

[Contribution to a conference proceedings]
Drux, Florian; Jansen, Nico; Rumpe, Bernhard; Schmalzing, David Pascal
Embedding Textual Languages in MagicDraw
Modellierung 2022 Satellite Events / J. Michael, J. Pfeiffer, A. Wortmann (Hrsg.), 32-42 (2022)
[DOI: 10.18420/modellierung2022ws-006]

[Journal Article]
Wittek, Neslihan; Wittek, Kevin; Keibel, Christopher; Güntürkün, Onur
Supervised machine learning aided behavior classification in pigeons
Behavior research methods : BRM, 13 Seiten (2022)
[DOI: 10.3758/s13428-022-01881-w]

[Contribution to a book, Contribution to a conference proceedings]
Wagner, Eric; Matzutt, Roman; Pennekamp, Jan; Bader, Lennart; Bajelidze, Irakli; Wehrle, Klaus; Henze, Martin
Scalable and Privacy-Focused Company-Centric Supply Chain Management
IEEE International Conference on Blockchain and Cryptocurrency : 2-5 May 2022, Shanghai, China (virtual conference) / IEEE ICBC, IEEE, IEEE ComSoc - IEEE Communications Society, 5 Seiten (2022)
[DOI: 10.1109/ICBC54727.2022.9805503]

[Journal Article]
Sen, Ömer; van der Velde, Dennis; Wehrmeister, Katharina A.; Hacker, Helge Immanuel; Henze, Martin; Andres, Michael
On using contextual correlation to detect multi-stage cyber attacks in smart grids
Sustainable energy, grids and networks, 32, 100821 (2022)
[DOI: 10.1016/j.segan.2022.100821]

[Preprint]
Yegenoglu, Alper; Subramoney, Anand; Hater, Thorsten; Jimenez-Romero, Cristian; Klijn, Wouter; Perez Martin, Aaron; van der Vlag, Michiel; Herty, Michael; Morrison, Abigail Joanna Rhodes; Diaz Pier, Sandra
Exploring hyper-parameter spaces of neuroscience models on high performance computers with Learning to Learn
(2022)
[DOI: 10.18154/RWTH-2022-06684]

[Contribution to a book, Contribution to a conference proceedings]
Grohe, Martin; Rattan, Gaurav; Seppelt, Tim Frederik
Homomorphism Tensors and Linear Equations
49th International Colloquium on Automata, Languages, and Programming (ICALP 2022) / Herausgeber: Mikołaj Bojańczyk, Emanuela Merelli, David P. Woodruff, [70:1]-70:20 (2022)
[DOI: 10.4230/LIPICS.ICALP.2022.70]

[Conference Presentation]
Behery, Mohamed; Lakemeyer, Gerhard
Motion Descriptors for Intention Recognition in Robot Teleoperation Tasks
Workshop: Prediction and Anticipation Reasoning in Human-Robot Interaction Philadelphia 2022-05-27 - 2022-05-27 (2022)

[Preprint]
Gräfe, Alexander Stephan; Eickhoff, Joram; Trimpe, Johann Sebastian
Event-triggered and distributed model predictive control for guaranteed collision avoidance in UAV swarms
(2022)
[DOI: 10.48550/arXiv.2206.11020]

[Journal Article]
Hück, Alexander; Kreutzer, Sebastian; Protze, Joachim; Lehr, Jan-Patrick; Bischof, Christian; Terboven, Christian; Müller, Matthias S.
Compiler-Aided Type Correctness of Hybrid MPI-OpenMP Applications
IT professional, 24, 2, 45-51 (2022)
[DOI: 10.1109/MITP.2021.3093949]

[Contribution to a book, Contribution to a conference proceedings]
Fink, Xaver; Berger, Philipp; Katoen, Joost-Pieter
Configurable Benchmarks for C Model Checkers
NASA Formal Methods : 14th International Symposium, NFM 2022, Pasadena, CA, USA, May 24-27, 2022, Proceedings / edited by Jyotirmoy V. Deshmukh, Klaus Havelund, Ivan Perez, 338-354 (2022)
[DOI: 10.1007/978-3-031-06773-0_18]

[Journal Article]
Karim, Md. Rezaul; Islam, Tanhim; Lange-Bever, Christoph; Rebholz-Schuhmann, Dietrich; Decker, Stefan Josef
Adversary-Aware Multimodal Neural Networks for Cancer Susceptibility Prediction From Multiomics Data
IEEE access, 10, 54386-54409 (2022)
[DOI: 10.1109/ACCESS.2022.3175816]

[Journal Article]
Yang, Jing; Ouyang, Chun; van der Aalst, Wil M. P.; ter Hofstede, Arthur H. M.; Yu, Yang
OrdinoR : A framework for discovering, evaluating, and analyzing organizational models using event logs
Decision support systems : DSS, 158, 113771 (2022)
[DOI: 10.1016/j.dss.2022.113771]

[Journal Article]
Benevento, Elisabetta; Aloini, Davide; van der Aalst, Wil M. P.
How Can Interactive Process Discovery Address Data Quality Issues in Real Business Settings? Evidence from a Case Study in Healthcare
Journal of biomedical informatics, 130, 104083 (2022)
[DOI: 10.1016/j.jbi.2022.104083]

[Contribution to a conference proceedings]
Swoboda, Daniel; Hofmann, Till; Viehmann, Tarik; Lakemeyer, Gerhard
Towards Using Promises for Multi-Agent Cooperation in Goal Reasoning
[ICAPS Workshop on Planning and Robotics, ICAPS PlanRob] (2022)

[Dissertation / PhD Thesis]
Hüser, Jonathan Jakob
Discrete tangent and adjoint sensitivity analysis for discontinuous solutions of hyperbolic conservation laws
(2022)
[DOI: 10.18154/RWTH-2022-06229]

[Contribution to a conference proceedings, Journal Article]
Rolink, Amadeus Franziskus; Jacobs, Georg; Müller, Matthias S.; Jakobs, Timm; Bosse, Dennis
Investigation of manufacturing-related deviations of the bearing clearance on the performance of a conical plain bearing for the application as main bearing in a wind turbine
Journal of physics / Conference series, 2257, 1, 012006 (2022)
[DOI: 10.1088/1742-6596/2257/1/012006]

[Contribution to a book, Journal Article]
Herbers, Patrick; Calvo, Iago; Diaz Pier, Sandra; Robles, Oscar D.; Mata, Susana; Toharia, Pablo; Pastor, Luis; Peyser, Alexander; Morrison, Abigail Joanna Rhodes; Klijn, Wouter
ConGen—A Simulator-Agnostic Visual Language for Definition and Generation of Connectivity in Large and Multiscale Neural Networks
Frontiers in neuroinformatics, 15, 766697 (2022)
[DOI: 10.3389/fninf.2021.766697]

[Journal Article]
Vahldiek, Kai; Yao, Yao; Rüger, Bernd; Klawonn, Frank
Application and Optimization of Algorithms for Pressure Wave Evaluation Based on Measurement Data
Applied Sciences, 12, 9, 4192 (2022)
[DOI: 10.3390/app12094192]

[Journal Article]
Peisker, Fabian; Halder, Maurice; Nagai, James S.; Ziegler, Susanne; Kaesler, Nadine; Hoeft, Konrad; Li, Ronghui; Bindels, Eric M. J.; Kuppe, Christoph; Moellmann, Julia; Lehrke, Michael; Stoppe, Christian; Schaub, Michael Thomas; Schneider-Kramann, Rebekka Katharina Marita; Costa, Ivan G.; Kramann, Rafael
Mapping the cardiac vascular niche in heart failure
Nature Communications, 13, 3027 (2022)
[DOI: 10.1038/s41467-022-30682-0]

[Contribution to a book, Contribution to a conference proceedings]
Chen, Mingshuai; Katoen, Joost-Pieter; Klinkenberg, Lutz; Winkler, Tobias
Does a Program Yield the Right Distribution? Verifying Probabilistic Programs via Generating Functions
Computer Aided Verification : 34th International Conference, CAV 2022, Haifa, Israel, August 7-10, 2022, Proceedings, Part I / edited by Sharon Shoham, Yakir Vizel, 79-101 (2022)
[DOI: 10.1007/978-3-031-13185-1_5]

[Journal Article]
Poux, F.; Mattes, C.; Selman, Aziz Erkal; Kobbelt, Leif
Automatic region-growing system for the segmentation of large point clouds
Automation in construction, 138, 104250 (2022)
[DOI: 10.1016/j.autcon.2022.104250]

[Contribution to a book, Contribution to a conference proceedings]
Brockhoff, Tobias; Uysal, Merih Seran; Terrier, Isabelle; Göhner, Heiko; van der Aalst, Wil M. P.
Analyzing Multi-level BOM-Structured Event Data
Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 47-59 (2022)
[DOI: 10.1007/978-3-030-98581-3_4]

[Contribution to a book]
Pegoraro, Marco; Narayana, Madhavi Bangalore Shankara; Benevento, Elisabetta; van der Aalst, Wil M. P.; Martin, Lukas; Marx, Gernot
Analyzing Medical Data with Process Mining: A COVID-19 Case Study
Business Information Systems Workshops : BIS 2021 International Workshops, Virtual Event, June 14-17, 2021, revised selected papers / edited by Witold Abramowicz, Sören Auer, Milena Stróżyna, 39-44 (2022)
[DOI: 10.1007/978-3-031-04216-4_4]

[Journal Article]
Leithäuser, Neele; Adelhütte, Dennis; Braun, Kristin; Büsing, Christina Maria Katharina; Comis, Martin; Gersing, Timo; Johann, Sebastian; Koster, Arie Marinus; Krumke, Sven O.; Liers, Frauke; Schmidt, Eva; Schneider, Johanna; Streicher, Manuel; Tschuppik, Sebastian; Wrede, Sophia
Decision-support systems for ambulatory care, including pandemic requirements : using mathematically optimized solutions
BMC medical informatics and decision making, 22, 1, 132 (2022)
[DOI: 10.1186/s12911-022-01866-x]

[Contribution to a book, Contribution to a conference proceedings]
Pourbafrani, Mahsa; Gharbi, Firas; van der Aalst, Wil M. P.
Process Diagnostics at Coarse-grained Levels
Proceedings of the 24th International Conference on Enterprise Information Systems: April 25-27, 2022 / edited by Joaquim Filipe, Michal Smialek, Alexander Brodsky and Slimane Hammoudi. - Volume 2, 484-491 (2022)
[DOI: 10.5220/0011035000003179]

[Journal Article]
Lin, Cheng; Liu, Lingjie; Li, Changjian; Kobbelt, Leif; Wang, Bin; Xin, Shiqing; Wang, Wenping
SEG-MAT : 3D Shape Segmentation Using Medial Axis Transform
IEEE transactions on visualization and computer graphics : TVCG, 28, 6, 2430-2444 (2020, 2022)
[DOI: 10.1109/TVCG.2020.3032566]

[Journal Article]
Xu, Chuanyun; Gao, Wenjian; Li, Tian; Bai, Nanlan; Li, Gang; Zhang, Yang
Teacher-student collaborative knowledge distillation for image classification
Applied intelligence, 53, 2, 1997-2009 (2022)
[DOI: 10.1007/s10489-022-03486-4]

[Journal Article]
Windoffer, Reinhard; Schwarz, Nicole; Yoon, Sungjun; Piskova, Teodora; Scholkemper, Michael; Stegmaier, Johannes; Bönsch, Andrea; Di Russo, Jacopo; Leube, Rudolf E.
Quantitative mapping of keratin networks in 3D
eLife, 11, e75894 (2022)
[DOI: 10.7554/eLife.75894]

[Master Thesis]
Roigk, Julia; Schürhoff, Daniel
Machbarkeitsstudie für die Erkennung von verschiedenen Job Abschnitten mittels eines System Monitoring Daemons
(2022)
[DOI: 10.18154/RWTH-2022-05444]

[Preprint]
Liu, Daxin; Lakemeyer, Gerhard
On the Verification of Belief Programs
(2022)

[Contribution to a book, Contribution to a conference proceedings]
Breuer, Malte; Meyer, Ulrike; Wetzel, Susanne
Privacy-Preserving Maximum Matching on General Graphs and its Application to Enable Privacy-Preserving Kidney Exchange
Proceedings of the Twelveth ACM Conference on Data and Application Security and Privacy, 53-64 (2022)
[DOI: 10.1145/3508398.3511509]

[Contribution to a book, Contribution to a conference proceedings]
Pegoraro, Marco; Bakullari, Bianka; Uysal, Merih Seran; van der Aalst, Wil M. P.
Probability Estimation of Uncertain Process Trace Realizations
Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 21-33 (2022)
[DOI: 10.1007/978-3-030-98581-3_2]

[Journal Article]
Dalibor, Manuela; Heithoff, Malte Felix; Michael, Judith; Netz, Lukas Stephan Michael; Pfeiffer, Jérôme; Rumpe, Bernhard; Varga, Simon; Wortmann, Andreas
Generating customized low-code development platforms for digital twins
Journal of computer languages, 70, 101117 (2022)
[DOI: 10.1016/j.cola.2022.101117]

[Bachelor Thesis]
Pühl, Lisa; Brix, Christopher Jan-Steffen
Verification of neural networks using binary tree search for branching
(2022)

[Master Thesis]
Haase, Darion
A unified slicing framework for probabilistic programs
(2022)

[Contribution to a book, Contribution to a conference proceedings]
Dahlmanns, Markus; Lohmöller, Johannes; Pennekamp, Jan; Bodenhausen, Jörn; Wehrle, Klaus; Henze, Martin
Missed Opportunities: Measuring the Untapped TLS Support in the Industrial Internet of Things
Proceedings of the 8th ACM on Cyber-Physical System Security Workshop, 252-266 (2022)
[DOI: 10.1145/3488932.3497762]

[Contribution to a book, Contribution to a conference proceedings]
Kus, Dominik Adam; Wagner, Eric; Pennekamp, Jan; Wolsing, Konrad; Fink, Ina Berenice; Dahlmanns, Markus; Wehrle, Klaus; Henze, Martin
A False Sense of Security?: Revisiting the State of Machine Learning-Based Industrial Intrusion Detection
Proceedings of the 8th ACM on Cyber-Physical System Security Workshop, 73-84 (2022)
[DOI: 10.1145/3494107.3522773]

[Contribution to a book, Contribution to a conference proceedings]
Röpke, René; Drury, Vincent Jakob; Meyer, Ulrike; Schroeder, Ulrik
Better the Phish You Know : Evaluating Personalization in Anti-Phishing Learning Games
Proceedings of the 14th International Conference on Computer Supported Education (CSEDU 2022) / editors: Mutlu Cukurova, Nikol Rummel, Denis Gillet, Bruce McLaren and James Uhomoibhi, 458-466 (2022)
[DOI: 10.5220/0011042100003182]

[Contribution to a book, Contribution to a conference proceedings]
Scholkemper, Michael; Schaub, Michael Thomas
Blind Extraction of Equitable Partitions from Graph Signals
2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 5832-5936 (2022)
[DOI: 10.1109/ICASSP43922.2022.9746676]

[Contribution to a book, Contribution to a conference proceedings]
Roddenberry, T. Mitchell; Schaub, Michael Thomas; Hajij, Mustafa
Signal Processing On Cell Complexes
2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 8852-8856 (2022)
[DOI: 10.1109/ICASSP43922.2022.9747233]

[Contribution to a book]
Neuhäuser, Leonie Lisa; Lambiotte, Renaud; Schaub, Michael Thomas
Consensus Dynamics and Opinion Formation on Hypergraphs
Higher-order systems / edited by Federico Battiston, Giovanni Petri, 347-376 (2022)
[DOI: 10.1007/978-3-030-91374-8_14]

[Contribution to a book, Contribution to a conference proceedings]
Roddenberry, T. Mitchell; Frantzen, Florian; Schaub, Michael Thomas; Segarra, Santiago
Hodgelets : Localized Spectral Representations of Flows On Simplicial Complexes
2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 5922-5926 (2022)
[DOI: 10.1109/ICASSP43922.2022.9747203]

[Preprint]
Singh, Deepa; Slupczynski, Michal Piotr; Pillai, Ajit G.; Pandian, Vinoth Pandian Sermuga
Grounding Explainability Within the Context of Global South in XAI
ACM CHI Conference on Human Factors in Computing Systems New Orleans 2022-04-30 - 2022-05-05 (2022)
[DOI: 10.48550/ARXIV.2205.06919]

[Journal Article]
Schotten, Simon; Büker, Thorsten; Lenze, Wiebke; Kogel, Bastian; Noll, Thomas; Fietze, Mario; Berger, Jana
Einblick DZSF-Projekt "Identifikation von Kapazitätsengpässen"
Eisenbahntechnische Rundschau : ETR, 71, 5, 33-37 (2022)

[Journal Article, News]
Toubekis, Georgios; Jarke, Matthias
GAIA-X & Kultur
Politik und Kultur, 2022, 5, 6-6 (2022)

[Contribution to a book, Contribution to a conference proceedings]
Wagner, Eric; Serror, Martin; Wehrle, Klaus; Henze, Martin
BP-MAC : Fast Authentication for Short Messages
Proceedings of the 15th ACM Conference on Security and Privacy in Wireless and Mobile Networks, 201-206 (2022)
[DOI: 10.1145/3507657.3528554]

[Contribution to a book, Contribution to a conference proceedings]
Wagner, Eric; Bauer, Jan; Henze, Martin
Take a Bite of the Reality Sandwich : Revisiting the Security of Progressive Message Authentication Codes
Proceedings of the 15th ACM Conference on Security and Privacy in Wireless and Mobile Networks, 207-221 (2022)
[DOI: 10.1145/3507657.3528539]

[Contribution to a book, Contribution to a conference proceedings]
Fani Sani, Mohammadreza; Vazifehdoostirani, Mozhgan; Park, Gyunam; Pegoraro, Marco; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Event Log Sampling for Predictive Monitoring
Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 154-166 (2022)
[DOI: 10.1007/978-3-030-98581-3_12]

[Contribution to a book, Contribution to a conference proceedings]
Barbieri, Luciana; Madeira, Edmundo Roberto Mauro; Stroeh, Kleber; van der Aalst, Wil M. P.
Towards a Natural Language Conversational Interface for Process Mining
Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 268-280 (2022)
[DOI: 10.1007/978-3-030-98581-3_20]

[Contribution to a book, Contribution to a conference proceedings]
Wynn, Moe Thandar; Lebherz, Julian; van der Aalst, Wil M. P.; Accorsi, Rafael; Di Ciccio, Claudio; Jayarathna, Lakmali; Verbeek, H. M. W.
Rethinking the Input for Process Mining : Insights from the XES Survey and Workshop
Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 3-16 (2022)
[DOI: 10.1007/978-3-030-98581-3_1]

[Contribution to a book, Contribution to a conference proceedings]
Sermuga Pandian, Vinoth Pandian; Shams, Abdullah; Suleri, Sarah; Jarke, Matthias
LoFi Sketch: A Large Scale Dataset of Smartphone Low Fidelity Sketches
CHI Conference on Human Factors in Computing Systems Extended Abstracts / edited by Simone Barbosa, Cliff Lampe, Caroline Appert, David A. Shamma, 466, 1-5 (2022)
[DOI: 10.1145/3491101.3519624]

[Contribution to a book, Contribution to a conference proceedings]
Pourbafrani, Mahsa; Kar, Shreya; Kaiser, Sebastian; van der Aalst, Wil M. P.
Remaining Time Prediction for Processes with Inter-case Dynamics
Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 140-153 (2022)
[DOI: 10.1007/978-3-030-98581-3_11]

[Book, Proceedings]
Klein, Cornel; Jarke, Matthias
Proceedings of the 11th International Conference on Smart Cities and Green ICT Systems
(2022)
[DOI: 10.5220/0000159800003203]

[Contribution to a book, Contribution to a conference proceedings]
Pery, Andrew; Rafiei, Majid; Simon, Michael; van der Aalst, Wil M. P.
Trustworthy Artificial Intelligence and Process Mining: Challenges and Opportunities
Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 395-407 (2022)
[DOI: 10.1007/978-3-030-98581-3_29]

[Contribution to a book, Contribution to a conference proceedings]
Berti, Alessandro; Park, Gyunam; Rafiei, Majid; van der Aalst, Wil M. P.
An Event Data Extraction Approach from SAP ERP for Process Mining
Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 255-267 (2022)
[DOI: 10.1007/978-3-030-98581-3_19]

[Contribution to a book, Contribution to a conference proceedings]
Schuster, Daniel; Schade, Lukas; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Visualizing Trace Variants from Partially Ordered Event Data
Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 34-46 (2022)
[DOI: 10.1007/978-3-030-98581-3_3]

[Journal Article]
Redies, Matthias; Michalicek, Gregor; Bouaziz, Juba; Terboven, Christian; Müller, Matthias S.; Blügel, Stefan; Wortmann, Daniel
Fast All-Electron Hybrid Functionals and Their Application to Rare-Earth Iron Garnets
Frontiers in Materials, 9, 851458 (2022)
[DOI: 10.3389/fmats.2022.851458]

[Journal Article]
Kiefer, Sandra; Neuen, Daniel
The Power of the Weisfeiler--Leman Algorithm to Decompose Graphs
SIAM journal on discrete mathematics, 36, 1, 252-298 (2022)
[DOI: 10.1137/20M1314987]

[Contribution to a conference proceedings, Journal Article]
Spyroglou, Odysseas; Yildirim, Cagri; Koumpis, Adamantios
Use of AI to Help Researchers Improve their Research Funding Capacities, Relevance, and Performance
International journal of semantic computing : IJSC, 16, 01, 93-106 (2022)
[DOI: 10.1142/S1793351X22400050]

[Contribution to a book, Contribution to a conference proceedings]
Hensel, Jera; Mensendiek, Constantin; Giesl, Jürgen
AProVE: Non-Termination Witnesses for C Programs
Tools and Algorithms for the Construction and Analysis of Systems : 28th International Conference, TACAS 2022, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2022, Munich, Germany, April 2-7, 2022, Proceedings, Part II / edited by Dana Fisman, Grigore Rosu, 403-407 (2022)
[DOI: 10.1007/978-3-030-99527-0_21]

[Contribution to a book, Contribution to a conference proceedings]
Grüne, Christoph Manfred; Zieger, Stephan
Demand-responsive Scheduling in Railway Transportation
Proceedings of the 8th International Conference on Vehicle Technology and Intelligent Transport Systems / Editors: Jeroen Ploeg, Markus Helfert, Karsten Berns and Oleg Gusikhin, 239-248 (2022)
[DOI: 10.5220/0011018700003191]

[Contribution to a book]
Schaub, Michael Thomas; Seby, Jean-Baptist; Frantzen, Florian; Roddenberry, T. Mitchell; Zhu, Yu; Segarra, Santiago
Signal Processing on Simplicial Complexes
Higher-order systems / edited by Federico Battiston, Giovanni Petri, 301-328 (2022)
[DOI: 10.1007/978-3-030-91374-8_12]

[Contribution to a conference proceedings, Journal Article]
Batz, Kevin; Gallus, Adrian; Kaminski, Benjamin Lucien; Katoen, Joost-Pieter; Winkler, Tobias
Weighted programming : a programming paradigm for specifying mathematical models
Proceedings of the ACM on programming languages : (PACMPL), 66 (2022)
[DOI: 10.1145/3527310]

[Preprint]
Yang, Maosheng; Isufi, Elvin; Schaub, Michael Thomas; Leus, Geert
Simplicial Convolutional Filters
(2022)

[Preprint]
Scholkemper, Michael; Schaub, Michael Thomas
Blind Extraction of Equitable Partitions from Graph Signals
(2022)
[DOI: 10.18154/RWTH-2022-04418]

[Dissertation / PhD Thesis]
Sermuga Pandian, Vinoth Pandian
BlackBox toolkit: intelligent assistance to UI design
(2022)
[DOI: 10.18154/RWTH-2022-04371]

[Journal Article]
Gray, Jeff; Rumpe, Bernhard
Modeling in advanced systems engineering
Software and systems modeling, 21, 2, 435-436 (2022)
[DOI: 10.1007/s10270-022-00999-x]

[Contribution to a book, Contribution to a conference proceedings]
Rath, Lucas; Geist, Andreas René; Trimpe, Johann Sebastian
Using Physics Knowledge for Learning Rigid-body Forward Dynamics with Gaussian Process Force Priors
2021 Conference on Robot Learning, 8-11 November 2021, London, UK / Editors: Aleksandra Faust, David Hsu, Gerhard Neumann, 101-111 (2022)

[Preprint]
Ensinger, Katharina; Solowjow, Friedrich; Ziesche, Sebastian; Tiemann, Michael; Trimpe, Johann Sebastian
Structure-preserving Gaussian Process Dynamics
(2022)

[Contribution to a book, Journal Article]
Welten, Sascha Martin; Hempel, Lars; Abedi, Masoud; Mou, Yongli; Jaberansary, Mehrshad; Neumann, Laurenz; Weber, Sven; Tahar, Kais; Yediel, Yeliz Ucer; Löbe, Matthias; Decker, Stefan Josef; Beyan, Oya Deniz; Kirsten, Toralf
Multi-Institutional Breast Cancer Detection Using a Secure On-Boarding Service for Distributed Analytics
Applied Sciences, 12, 9, 4336 (2022)
[DOI: 10.3390/app12094336]

[Contribution to a book, Contribution to a conference proceedings]
Bork, Alexander Nikolai; Katoen, Joost-Pieter; Quatmann, Tim
Under-Approximating Expected Total Rewards in POMDPs
Tools and Algorithms for the Construction and Analysis of Systems : 28th International Conference, TACAS 2022, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2022, Munich, Germany, April 2-7, 2022, Proceedings, Part II / edited by Dana Fisman, Grigore Rosu, 22-40 (2022)
[DOI: 10.1007/978-3-030-99527-0_2]

[Contribution to a book, Contribution to a conference proceedings]
Posada Moreno, Andres Felipe; Otte, Thomas; Pehar, Damir; Haßler, Marc; Bartels, Holger; Abdelrazeq, Anas; Hees, Frank
Towards Cargo Wagons Brake Health Scoring through Image Processing
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods : February 3-5, 2022 / editors: Maria De Marsico, Gabriella Sanniti di Baja and Ana Fred ; [sponsored by the Institute for Systems and Technologies of Information, Control and Communication (INSTICC)], 423-431 (2022)
[DOI: 10.5220/0010824300003122]

[Contribution to a book, Contribution to a conference proceedings]
Otte, Thomas; Posada Moreno, Andres Felipe; Hübenthal, Fabian; Haßler, Marc; Bartels, Holger; Abdelrazeq, Anas; Hees, Frank
Condition Monitoring of Rail Infrastructure and Rolling Stock using Acceleration Sensor Data of on-Rail Freight Wagons
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods : February 3-5, 2022 / editors: Maria De Marsico, Gabriella Sanniti di Baja and Ana Fred ; [sponsored by the Institute for Systems and Technologies of Information, Control and Communication (INSTICC)], 432-439 (2022)
[DOI: 10.5220/0010824600003122]

[Journal Article]
Kappel, Gertrude; Brecher, Christian; Brockmann, Matthias; Koren, István
Internet of production: entering phase two of industry 4.0
Communications of the ACM, 65, 4, 50-51 (2022)
[DOI: 10.1145/3514093]

[Journal Article]
van der Aalst, Wil M. P.
European Leadership in Process Management
Communications of the ACM, 65, 4, 80-83 (2022)
[DOI: 10.1145/3511595]

[Journal Article]
Cauchard, Jessica R.; Jarke, Matthias; Oliver, Nuria
Welcome
Communications of the ACM : CACM, 65, 4, 32-34 (2022)
[DOI: 10.1145/3514188]

[Contribution to a conference proceedings, Journal Article]
Weik, Norman; Volk, Matthias; Katoen, Joost-Pieter; Nießen, Nils
DFT modeling approach for operational risk assessment of railway infrastructure
International journal on software tools for technology transfer : STTT, 24, 3, 331-350 (2022)
[DOI: 10.1007/s10009-022-00652-4]

[Contribution to a book, Contribution to a conference proceedings]
Batz, Kevin; Fesefeldt, Ira Justus; Jansen, Marvin; Katoen, Joost-Pieter; Keßler, Florian; Matheja, Christoph; Noll, Thomas
Foundations for Entailment Checking in Quantitative Separation Logic
Programming Languages and Systems : 31st European Symposium on Programming, ESOP 2022, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2022, Munich, Germany, April 2-7, 2022, Proceedings / edited by Ilya Sergey, 57-84 (2022)
[DOI: 10.1007/978-3-030-99336-8_3]

[Journal Article]
Gray, Jeff; Rumpe, Bernhard
Explicit versus implicit models : What are good languages for modeling?
Software and systems modeling, 21, 3, 839-841 (2022)
[DOI: 10.1007/s10270-022-01001-4]

[Contribution to a book, Contribution to a conference proceedings]
Winkler, Tobias; Gehnen, Christina; Katoen, Joost-Pieter
Model Checking Temporal Properties of Recursive Probabilistic Programs
Foundations of Software Science and Computation Structures : 25th International Conference, FOSSACS 2022, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2022, Munich, Germany, April 2-7, 2022, Proceedings / edited by Patricia Bouyer, Lutz Schröder, 449-469 (2022)
[DOI: 10.1007/978-3-030-99253-8_23]

[Contribution to a book]
Korth, Susanne; Lange, Christina; Rexing, Volker; Noichl, Svenja; Bozkurt, Askim; Goos, Ulrich
Digitale Gamebooks zur Strukturierung handlungsorientierter Lernaufgaben
Digitalisierung beruflicher Lern- und Arbeitsprozesse : Impulse aus der Bauwirtschaft und anderen gewerblich-technischen Sektoren / Mahrin, Bernd; Krümmel, Stefan, 282-296 (2022)
[DOI: 10.14279/depositonce-12453]

[Journal Article]
Munoz-Gama, Jorge; Martin, Niels; Fernandez-Llatas, Carlos; Johnson, Owen A.; Sepúlveda, Marcos; Helm, Emmanuel; Galvez-Yanjari, Victor; Rojas, Eric; Martinez-Millana, Antonio; Aloini, Davide; Amantea, Ilaria Angela; Andrews, Robert; Arias, Michael; Beerepoot, Iris; Benevento, Elisabetta; Burattin, Andrea; Capurro, Daniel; Carmona, Josep; Comuzzi, Marco; Dalmas, Benjamin; de la Fuente, Rene; Di Francescomarino, Chiara; Di Ciccio, Claudio; Gatta, Roberto; Ghidini, Chiara; Gonzalez-Lopez, Fernanda; Ibanez-Sanchez, Gema; Klasky, Hilda B.; Prima Kurniati, Angelina; Lu, Xixi; Mannhardt, Felix; Mans, Ronny; Marcos, Mar; Medeiros de Carvalho, Renata; Pegoraro, Marco; Poon, Simon K.; Pufahl, Luise; Reijers, Hajo A.; Remy, Simon; Rinderle-Ma, Stefanie; Sacchi, Lucia; Seoane, Fernando; Song, Minseok; Stefanini, Alessandro; Sulis, Emilio; ter Hofstede, Arthur H. M.; Toussaint, Pieter J.; Traver, Vicente; Valero-Ramon, Zoe; van de Weerd, Inge; van der Aalst, Wil M. P.; Vanwersch, Rob; Weske, Mathias; Wynn, Moe Thandar; Zerbato, Francesca
Process mining for healthcare: Characteristics and challenges
Journal of biomedical informatics, 127, 103994 (2022)
[DOI: 10.1016/j.jbi.2022.103994]

[Journal Article]
Hilder, Janine; Pijn, Daniel; Onishchenko, Oleksiy; Stahl, Alexander; Orth, Maximilian; Lekitsch, Björn; Rodriguez-Blanco, Andrea; Müller, Markus; Schmidt-Kaler, Ferdinand; Poschinger, Ulrich
Fault-Tolerant Parity Readout on a Shuttling-Based Trapped-Ion Quantum Computer
Physical review / X, 12, 1, 011032 (2022)
[DOI: 10.1103/PhysRevX.12.011032]

[Journal Article]
Mihale-Wilson, Cristina; Hinz, Oliver; van der Aalst, Wil M. P.; Weinhardt, Christof
Corporate Digital Responsibility : Relevance and Opportunities for Business and Information Systems Engineering
Business & information systems engineering, 64, 2, 127-132 (2022)
[DOI: 10.1007/s12599-022-00746-y]

[Book, Dissertation / PhD Thesis]
Kühnel, Stefan
Eine agile Methode zur simulativen Qualitätssicherung von aktiven Sicherheitssystemen
Aachener Informatik Berichte Software Engineering 51 (2022)
[DOI: 10.18154/RWTH-2022-02794]

[Contribution to a book, Contribution to a conference proceedings]
Tran, Lan Anh; Hensen, Benedikt; Klamma, Ralf; Chantaraskul, Soamsiri
Privacy and Security in Mixed Reality Learning Environments by Input and User/Bot Interaction Protection
2022 4th Asia Pacific Information Technology Conference, 63-71 (2022)
[DOI: 10.1145/3512353.3512363]

[Preprint]
Grädel, Erich; Helal, Hayyan; Naaf, Matthias Ferdinand; Wilke, Richard Marlon
Zero-One Laws and Almost Sure Valuations of First-Order Logic in Semiring Semantics
(2022)
[DOI: 10.48550/arXiv.2203.03425]

[Contribution to a book, Journal Article]
Messerschmidt, Moritz Alexander; Muthukumarana, Sachith; Hamdan, Nur Al-huda; Wagner, Adrian; Zhang, Haimo; Borchers, Jan Oliver; Nanayakkara, Suranga Chandima
ANISMA: A Prototyping Toolkit to Explore Haptic Skin Deformation Applications Using Shape-Memory Alloys
ACM transactions on computer human interaction : TOCHI, 29, 3, 1-34 (2022)
[DOI: 10.1145/3490497]

[Contribution to a book, Contribution to a conference proceedings]
van der Aalst, Wil M. P.; Santos, Luis F. R.
May I Take Your Order? : On the Interplay Between Time and Order in Process Mining
Business process management workshops : BPM 2021 International Workshops, Rome, Italy, September 6-10, 2021 : revised selected papers / Andrea Marrella, Barbara Weber (eds.), 99-110 (2022)
[DOI: 10.1007/978-3-030-94343-1_8]

[Journal Article]
Müller, Kai Bruno; Buschmann, Daniel; Cramer, Simon Tristan; Enslin, Chrismarie; Fischer, Markus; Janke, Tim Konstantin; Kemmerling, Marco; Pelzer, Lukas; Pourbafrani, Mahsa; Samsonov, Vladimir; Schlegel, Peter; Schmitz, Seth; Schopen, Marco; Schmitt, Robert H.; Gries, Thomas
Entscheidungsunterstützung im Produktionsmanagement
Zeitschrift für wirtschaftlichen Fabrikbetrieb, 117, 3, 98-103 (2022)
[DOI: 10.1515/zwf-2022-1015]

[Master Thesis]
Niewianda, Rene
Are you still listening? Measuring attention in online meetings
(2022)

[Bachelor Thesis]
Dao, Van Huy
Development of a hand detection on a large-area textile capacitive pressure sensor matrix
(2022)

[Contribution to a book, Journal Article]
Hopmann, Christian; Fritsche, Daniel Colin; Hohlweck, Tobias; Nehring-Wirxel, Julius Peter
Variable Offset Computation Space for Automatic Cooling Dimensioning
Polymers, 14, 4, 762 (2022)
[DOI: 10.3390/polym14040762]

[Journal Article]
Schuster, Daniel; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Utilizing domain knowledge in data-driven process discovery : A literature review
Computers in industry, 137, 103612 (2022)
[DOI: 10.1016/j.compind.2022.103612]

[Contribution to a book, Contribution to a conference proceedings]
Koschmider, Agnes; Kaczmarek, Kay; Krause, Mathias; van Zelst, Sebastiaan Johannes
Demystifying Noise and Outliers in Event Logs: Review and Future Directions
Business process management workshops : BPM 2021 International Workshops, Rome, Italy, September 6-10, 2021 : revised selected papers / Andrea Marrella, Barbara Weber (eds.), 123-135 (2022)
[DOI: 10.1007/978-3-030-94343-1_10]

[Contribution to a book, Contribution to a conference proceedings]
Macak, Martin; Daubner, Lukas; Fani Sani, Mohammadreza; Buhnova, Barbora
Cybersecurity Analysis via Process Mining : A Systematic Literature Review
Advanced Data Mining and Applications : 17th International Conference, ADMA 2021, Sydney, NSW, Australia, February 2-4, 2022, Proceedings, Part I / edited by Bohan Li, Lin Yue, Jing Jiang, Weitong Chen, Xue Li, Guodong Long, Fei Fang, Han Yu, 393-407 (2022)
[DOI: 10.1007/978-3-030-95405-5_28]

[Contribution to a conference proceedings, Journal Article]
Schiller, Sven; Landwehr, Markus; Vinogradov, Georg; Dimitriadis, Iraklis; Akyürek, Haydar; Theissen-Lipp, Johannes; Ganser, Philipp; Bergs, Thomas
Towards Ontology-based Lifecycle Management in Blisk Manufacturing
Procedia CIRP, 112, 280-285 (2022, 2023)
[DOI: 10.1016/j.procir.2022.09.085]

[Contribution to a book, Journal Article]
Theissen-Lipp, Johannes; Kröger, Moritz; Heinrichs, Benedikt Paul Anton; Decker, Stefan Josef
LISSU: Continuous Monitoring of SOA Communication with Constraint-Based Validation
SN Computer Science, 3, 4, 293 (2022)
[DOI: 10.1007/s42979-022-01170-5]

[Master Thesis]
Söltzer, Yanik; Brocker, Annabell
An xAPI logging interface for JupyterLab with a focus on gamification
(2022)
[DOI: 10.18154/RWTH-2022-02340]

[Dissertation / PhD Thesis]
Kim, Yunsu
Neural machine translation for low-resource scenarios
(2022)
[DOI: 10.18154/RWTH-2022-02241]

[Journal Article]
Karim, Md. Rezaul; Cochez, Michael; Zappa, Achille; Sahay, Ratnesh; Rebholz-Schuhmann, Dietrich; Beyan, Oya Deniz; Decker, Stefan Josef
Convolutional Embedded Networks for Population Scale Clustering and Bio-Ancestry Inferencing
IEEE ACM transactions on computational biology and bioinformatics, 19, 1, 369-382 (2020, 2022)
[DOI: 10.1109/TCBB.2020.2994649]

[Dataset]
Žarić, Nađa
Dataset for: PEGAM - a Personalized Gamification design Model for programming language e-courses
(2022)
[DOI: 10.18154/RWTH-2022-02055]

[Dissertation / PhD Thesis]
Žarić, Nađa
PEGAM - a personalized gamification design model for programming language e-courses
(2022)
[DOI: 10.18154/RWTH-2022-02018]

[Contribution to a book, Contribution to a conference proceedings]
Aydin, Selin; Steffens, Andreas; Lichter, Horst
Automated Construction of Continuous Delivery Pipelines from Architecture Models
2021 28th Asia-Pacific Software Engineering Conference (APSEC), 306-316 (2022)
[DOI: 10.1109/APSEC53868.2021.00038]

[Preprint]
Ghahfarokhi, Anahita Farhang; van der Aalst, Wil M. P.
A Python Tool for Object-Centric Process Mining Comparison
(2022)
[DOI: 10.18154/RWTH-2022-01943]

[Preprint]
Farhang Ghahfarokhi, Anahita; Ghahfarokhi, Anahita Farhang; Park, Gyunam; van der Aalst, Wil M. P.
A Scalable Database for the Storage of Object-Centric Event Logs
(2022)
[DOI: 10.18154/RWTH-2022-01942]

[Contribution to a book, Contribution to a conference proceedings]
Heck, Linus; Spel, Jip Josephine; Junges, Sebastian; Moerman, Joshua; Katoen, Joost-Pieter
Gradient-Descent for Randomized Controllers Under Partial Observability
Verification, Model Checking, and Abstract Interpretation : 23rd International Conference, VMCAI 2022, Philadelphia, PA, USA, January 16-18, 2022, Proceedings / edited by Bernd Finkbeiner, Thomas Wies, 127-150 (2022)
[DOI: 10.1007/978-3-030-94583-1_7]

[Journal Article]
Ergin, Huseyin; Gray, Jeff; Rumpe, Bernhard; Schindler, Martin
SoSyM reflections : the 2021 'state of the journal' report
Software and Systems Modeling, 21, 1, 1-7 (2022)
[DOI: 10.1007/s10270-022-00979-1]

[Journal Article]
van Gaalen, Kerstin; Gremse, Felix; Benn, Felix; McHugh, Peter E.; Kopp, Alexander; Vaughan, Ted J.
Automated ex-situ detection of pitting corrosion and its effect on the mechanical integrity of rare earth magnesium alloy - WE43
Bioactive materials, 8, 545-558 (2021, 2022)
[DOI: 10.1016/j.bioactmat.2021.06.024]

[Journal Article]
Moerman, Joshua; Sammartino, Matteo
Residuality and Learning for Nondeterministic Nominal Automata
Logical methods in computer science : LMCS, 18, 1, 29 (2022)
[DOI: 10.46298/lmcs-18(1:29)2022]

[Journal Article]
Brauner, Philipp; Dalibor, Manuela; Jarke, Matthias; Kunze, Ike Sebastian; Koren, István; Lakemeyer, Gerhard; Liebenberg, Martin Roland; Michael, Judith; Pennekamp, Jan; Quix, Christoph; Rumpe, Bernhard; van der Aalst, Wil M. P.; Wehrle, Klaus; Wortmann, Andreas; Ziefle, Martina
A Computer Science Perspective on Digital Transformation in Production
ACM transactions on internet of things, 3, 2, 1-32 (2022, 2023)
[DOI: 10.1145/3502265]

[Bachelor Thesis]
Phung, Vu Nhat Quang; Ali, Lubna Kamel Nazih
Developing a framework to practice OER cycle in online workshops based on a digital learning game
(2022)
[DOI: 10.18154/RWTH-2022-01748]

[Journal Article]
Stephany, Fabian; Neuhäuser, Leonie Lisa; Stoehr, Niklas; Darius, Philipp; Teutloff, Ole; Braesemann, Fabian
The CoRisk-Index: a data-mining approach to identify industry-specific risk perceptions related to Covid-19
Humanities and Social Sciences Communications, 9, 1, 41 (2022)
[DOI: 10.1057/s41599-022-01039-1]

[Contribution to a conference proceedings]
Thulke, David; Daheim, Nico; Dugast, Christian; Ney, Hermann
Adapting Document-Grounded Dialog Systems to Spoken Conversations using Data Augmentation and a Noisy Channel Model
AAAI-22 10th Dialog System Technology Challenge (DSTC-10) Workshop, 9 (2022)

[Contribution to a book, Journal Article]
Fahland, Dirk; Denisov, Vadim; van der Aalst, Wil M. P.
Inferring Unobserved Events in Systems with Shared Resources and Queues
Fundamenta informaticae, 183, 3/4, 203-242 (2022)
[DOI: 10.3233/FI-2021-2087]

[Journal Article]
Jeske, Stefan Rhys; Bender, Jan Stephen; Bobzin, Kirsten; Heinemann, Hendrik; Jasutyn, Kevin; Simon, Marek Sebastian; Mokrov, Oleg; Sharma, Rahul; Reisgen, Uwe
Application and benchmark of SPH for modeling the impact in thermal spraying
Computational particle mechanics : CPM, 9, 1137-1152 (2022)
[DOI: 10.1007/s40571-022-00459-9]

[Contribution to a conference proceedings, Journal Article]
Protze, Joachim; Hermanns, Marc-André; Müller, Matthias S.; Nguyen, Van Man; Jaeger, Julien; Saillard, Emmanuelle; Carribault, Patrick; Barthou, Denis
MPI detach — Towards automatic asynchronous local completion
Parallel computing, 109, 102859 (2021, 2022)
[DOI: 10.1016/j.parco.2021.102859]

[Bachelor Thesis]
Koriath, Philipp; Heinemann, Birte; Görzen, Sergej
Didaktische Analyse des Lerninhalts von RePiX VR
(2022)
[DOI: 10.18154/RWTH-2022-01396]

[Bachelor Thesis]
Saritas, Nazik; Anthes, Jacqueline
Integration von (Peer-)Feedback zur Optimierung von hybriden Lernformen im Informatikunterricht
(2022)
[DOI: 10.18154/RWTH-2022-01395]

[Bachelor Thesis]
Wolff, Lina; Anthes, Jacqueline
Unterrichtskonzept zur wechselseitigen Förderung kommunikativer Kompetenz und informatischen Grundkonzepten
(2022)
[DOI: 10.18154/RWTH-2022-01393]

[Bachelor Thesis]
Joppich, Bastian; Schöbel, Sven
Konzeption und Entwicklung eines digitalen Werkzeugs zur Visualisierung von Bruchrechnung
(2022)
[DOI: 10.18154/RWTH-2022-01392]

[Contribution to a book, Journal Article]
Wolsing, Konrad; Roepert, Linus; Bauer, Jan; Wehrle, Klaus
Anomaly Detection in Maritime AIS Tracks : A Review of Recent Approaches
Journal of marine science and engineering, 10, 1, 112 (2022)
[DOI: 10.3390/jmse10010112]

[Master Thesis]
Slupczynski, Ada Magdalena
Towards a framework for evaluating the prudence of enterprise architecture debts
(2022)
[DOI: 10.18154/RWTH-2022-01253]

[Journal Article]
Ploch, Tobias Michael; Deussen, Jens; Naumann, Uwe; Mitsos, Alexander; Hannemann-Tamás, Ralf
Direct single shooting for dynamic optimization of differential-algebraic equation systems with optimization criteria embedded
Computers & chemical engineering, 159, 107643 (2022)
[DOI: 10.1016/j.compchemeng.2021.107643]

[Journal Article]
Bleher, Steffen; Heim, Steve; Trimpe, Johann Sebastian
Learning Fast and Precise Pixel-to-Torque Control: A Platform for Reproducible Research of Learning on Hardware
IEEE robotics & automation magazine, 29, 2, 75-84 (2022)
[DOI: 10.1109/MRA.2021.3129448]

[Contribution to a book]
Kuhlen, Torsten; Matthys, Geert
The aixCAVE at RWTH Aachen University
Virtual and Augmented Reality (VR/AR) : Foundations and Methods of Extended Realities (XR) / edited by Ralf Doerner, Wolfgang Broll, Paul Grimm, Bernhard Jung (2022)
[DOI: 10.1007/978-3-030-79062-2]

[Bachelor Thesis]
Aufdermauer, Patrick; Ali, Lubna Kamel Nazih
Webbasiertes Analysetool zum Ersetzen von Medienelementen
(2022)
[DOI: 10.18154/RWTH-2022-00806]

[Bachelor Thesis]
Kämmerling, Karl Luis; Röpke, René
Personalization interface for anti-phishing learning games
(2022)
[DOI: 10.18154/RWTH-2022-00804]

[Bachelor Thesis]
Timpe, Sven Lukas; Röpke, René
Konzeption und Implementierung von Dynamic Difficulty Adjustment in Anti-Phishing-Lernspielen
(2022)
[DOI: 10.18154/RWTH-2022-00802]

[Contribution to a book, Contribution to a conference proceedings]
Winkler, Tobias; Lehmann, Johannes; Katoen, Joost-Pieter
Out of Control : Reducing Probabilistic Models by Control-State Elimination
Verification, Model Checking, and Abstract Interpretation : 23rd International Conference, VMCAI 2022, Philadelphia, PA, USA, January 16-18, 2022, Proceedings / edited by Bernd Finkbeiner, Thomas Wies, 450-472 (2022)
[DOI: 10.1007/978-3-030-94583-1_22]

[Journal Article]
Welten, Sascha Martin; Mou, Yongli; Neumann, Laurenz; Jaberansary, Mehrshad; Yediel, Yeliz Ucer; Kirsten, Toralf; Decker, Stefan Josef; Beyan, Oya Deniz
A Privacy-Preserving Distributed Analytics Platform for Health Care Data
Methods of Information in Medicine, 61, S01, e1-e11 (2022)
[DOI: 10.1055/s-0041-1740564]

[Master Thesis]
Schacht, Julian Morten; Klinkenberg, Jannis
Data-driven task migration strategies using machine and deep learning
(2022)
[DOI: 10.18154/RWTH-2022-00555]

[Journal Article]
Büsing, Christina Maria Katharina; Koster, Arie Marinus; Schmitz, Sabrina
Robust minimum cost flow problem under consistent flow constraints
Annals of operations research, 312, 691-722 (2021, 2022)
[DOI: 10.1007/s10479-021-04426-0]

[Journal Article]
Fischer, Dennis; Muluk, Komal; Woeginger, Gerhard
A note on the complexity of the bilevel bottleneck assignment problem
4OR, 20, 4, 713-718 (2021, 2022)
[DOI: 10.1007/s10288-021-00499-6]

[Contribution to a book, Contribution to a conference proceedings]
Adineh, Hadi; Galli, Matteo; Heinemann, Birte; Höhner, Nils; Mezzogori, Davide; Ehlenz, Matthias Siegfried; Uckelmann, Dieter
Challenges and Solutions to Integrate Remote Laboratories in a Cross-University Network
Online Engineering and Society 4.0 : Proceedings of the 18th International Conference on Remote Engineering and Virtual Instrumentation / edited by Michael E. Auer, Kalyan Ram Bhimavaram, Xiao-Guang Yue, 189-202 (2022)
[DOI: 10.1007/978-3-030-82529-4_19]

[Journal Article]
Geisler, Sandra; Vidal, Maria-Esther; Cappiello, Cinzia; Lóscio, Bernadette Farias; Gal, Avigdor; Jarke, Matthias; Lenzerini, Maurizio; Missier, Paolo; Otto, Boris; Paja, Elda; Pernici, Barbara; Rehof, Jakob
Knowledge-Driven Data Ecosystems Toward Data Transparency
Journal of data and information quality, 14, 1, 3 (2021, 2022)
[DOI: 10.1145/3467022]

[Book]
Förster, Agnes; Förster, Agnes; Strobel, Eva Christine; Böschen, Stefan Karl Josef; Letmathe, Peter; Cohrs, Alena Beatrice; Sanchez-Molero Martinez, Jose Miguel; Paegert, Maren; Karbach, Thorsten; Förster, Agnes; Strobel, Eva Christine; Böschen, Stefan Karl Josef; Letmathe, Peter; Clausen, Elisabeth; de Doncker, Rik W.; Lürkens, Peter; Moser, Albert; Praktiknjo, Aaron Jonathan; Roemer, Fabian; Ulbig, Andreas; Dahlmann, Rainer; Fischöder, Thomas; Gottuck, Stefanie; Klankermeyer, Jürgen; Kunz, Felix; Palkovits, Regina; Sterlepper, Stefan; Quicker, Peter; Jarke, Matthias; Lemme, Max C.; Nagel, Saskia K.; Katoen, Joost-Pieter; Waser, Rainer; Brockmann, Matthias; Buchsbaum, Melanie Sarah Katharina; Hinke, Christian Rüdiger; Mattfield, Patrick; Dahl, Edgar; Kiessling, Fabian; Jahr, Holger; Gesenhues, Jonas; Jankowski, Joachim; Mechelinck, Mare; Noels, Heidi; Neuner, Irene; Rossaint, Rolf; Uhlig, Stefan; Veselinović, Tanja; van der Vorst, Emiel; Voshage, Maximilian Alfons; Abel, Dirk; Bonerz, Claus; Eckstein, Lutz; Lehrheuer, Bastian; Lesemann, Micha; Ostermann, Tobias; Zweigel, René; Daniels, Benjamin; Lehmkuhl, Frank; Leuchner, Michael; Lohrberg, Frank; Riße, Henry; Roß-Nickoll, Martina; Wintgens, Thomas Josef
Nachhaltigen Wandel gestalten : Innovationsimpulse der RWTH
(2022)
[DOI: 10.18154/RWTH-2021-11153]

[Journal Article]
Volk, Matthias; Bonakdarpour, Borzoo; Katoen, Joost-Pieter; Aflaki, Saba
Synthesizing optimal bias in randomized self-stabilization
Distributed computing, 35, 1, 37-57 (2021, 2022)
[DOI: 10.1007/s00446-021-00408-4]

[Contribution to a book, Journal Article]
Kirchhof, Jörg Christian; Rumpe, Bernhard; Schmalzing, David Pascal; Wortmann, Andreas
MontiThings: Model-Driven Development and Deployment of Reliable IoT Applications
The journal of systems and software : JSS, 183, 111087 (2021, 2022)
[DOI: 10.1016/j.jss.2021.111087]

[Book]
Felderer, M. (Editor); Hasselbring, W. (Editor); Koziolek, H. (Editor); Matthes, F. (Editor); Prechelt, L. (Editor); Reussner, R. (Editor); Rumpe, Bernhard (Editor); Schaefer, I. (Editor)
Ernst Denert Award for Software Engineering 2020 : Practice Meets Foundations
(2022)
[DOI: 10.1007/978-3-030-83128-8]

[Journal Article]
Hensel, Hans Christian; Junges, Sebastian; Katoen, Joost-Pieter; Quatmann, Tim; Volk, Matthias
The probabilistic model checker STORM
International journal on software tools for technology transfer, 24, 4, 589-610 (2021, 2022)
[DOI: 10.1007/s10009-021-00633-z]

[Journal Article]
Quatmann, Tim; Junges, Sebastian; Katoen, Joost-Pieter
Markov automata with multiple objectives
Formal methods in system design, 60, 1, 33-86 (2021, 2022)
[DOI: 10.1007/s10703-021-00364-6]

[Journal Article]
Henze, Martin; Matzutt, Roman; Hiller, Jens; Mühmer, Erik; Ziegeldorf, Jan Henrik; van der Giet, Johannes; Wehrle, Klaus
Complying with Data Handling Requirements in Cloud Storage Systems
IEEE transactions on cloud computing, 10, 3, 1661-1674 (2020, 2022)
[DOI: 10.1109/TCC.2020.3000336]

[Book]
Lambiotte, Renaud; Schaub, Michael Thomas
Modularity and Dynamics on Complex Networks
(2021, 2022)
[DOI: 10.1017/9781108774116]

[Journal Article]
Müller, Adrienne; Bellhäuser, Henrik; Konert, Johannes; Röpke, René
Effects of Group Formation on Student Satisfaction and Performance: A Field Experiment
Small group research, 53, 2, 244-273 (2021, 2022)
[DOI: 10.1177/1046496420988592]

[Journal Article]
Janisch, Thorsten; Stollenwerk, André; Siekmann, Ulrich; Kopp, Rüdger
Treatment of children with Hyperbaric Oxygenation (HBOT) : an Europe-wide survey
Minerva pediatrics, 74, 2, 116-120 (2020, 2022)
[DOI: 10.23736/S2724-5276.20.05741-2]

[Contribution to a book, Journal Article]
Bloemen, Vincent; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.; van Dongen, Boudewijn; van de Pol, Jaco
Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones
Information systems : IS, 103, 101456 (2019, 2022)
[DOI: 10.1016/j.is.2019.101456]

[Journal Article]
Gerloff, Christian; Konrad, Kerstin; Bzdok, Danilo; Büsing, Christina Maria Katharina; Reindl, Vanessa Maria
Interacting brains revisited : A cross-brain network neuroscience perspective
Human brain mapping, 43, 14, 4458-4474 (2022)
[DOI: 10.1002/hbm.25966]

[Journal Article]
Puladi, Behrus; Ooms, Mark; Bellgardt, Martin; Cesov, Mark; Lipprandt, Myriam; Raith, Stefan; Peters, Florian; Möhlhenrich, Stephan Christian; Prescher, Andreas; Hölzle, Frank; Kuhlen, Torsten; Modabber, Ali
Augmented Reality-Based Surgery on the Human Cadaver Using a New Generation of Optical Head-Mounted Displays: Development and Feasibility Study
JMIR Serious Games, 10, 2, e34781 (2022)
[DOI: 10.2196/34781]

[Journal Article]
Kutafina, Ekaterina; Troglio, Alina; de Col, Roberto; Röhrig, Rainer; Rossmanith, Peter; Namer, Barbara
Decoding Neuropathic Pain : Can We Predict Fluctuations of Propagation Speed in Stimulated Peripheral Nerve?
Frontiers in computational neuroscience, 16, 899584 (2022)
[DOI: 10.3389/fncom.2022.899584]

[Bachelor Thesis]
Beck, Mathis
AirPixel: Prototyping a pneumatically actuated shape display with a textile surface
(2021)

[Bachelor Thesis]
Preuschoff, Paul Miles
Fabric faces: A framework for 3D printing foldable textile structures
(2021)

[Preprint]
Pegoraro, Marco; Bakullari, Bianka; Uysal, Merih Seran; van der Aalst, Wil M. P.
Probability Estimation of Uncertain Process Trace Realizations
(2021)
[DOI: 10.48550/arXiv.2108.08615]

[Contribution to a book, Contribution to a conference proceedings]
Schmitz, Adrian; Miller, Julian; Trümper, Lukas; Müller, Matthias S.
PPIR: Parallel Pattern Intermediate Representation
Proceedings of HiPar 2021: 2nd Workshop on Hierarchical Parallelism for Exascale Computing : held in conjunction with SC21: The International Conference for High Performance Computing, Networking, Storage and Analysis, St. Louis, Missouri, USA, November 14-19, 2021 / IEEE Computer Society, TCHPC, ACM, SIGHPC, 30-40 (2021)
[DOI: 10.1109/HiPar54615.2021.00009]

[Journal Article]
Sarandi, Istvan; Linder, Timm; Arras, Kai Oliver; Leibe, Bastian
MeTRAbs: Metric-Scale Truncation-Robust Heatmaps for Absolute 3D Human Pose Estimation
IEEE transactions on biometrics, behavior, and identity science, 3, 1, 16-30 (2021)
[DOI: 10.1109/TBIOM.2020.3037257]

[Contribution to a book, Contribution to a conference proceedings]
Mueller, Leon; Gleim, Lars Christoph
Managing Versioned Web Resources in the File System
Web Engineering : 21st International Conference, ICWE 2021, Biarritz, France, May 18-21, 2021 : proceedings / Marco Brambilla, Richard Chbeir, Flavius Frasincar, Ioana Manolescu (Eds.), 513-516 (2021)

[Contribution to a book, Contribution to a conference proceedings]
Jäckel, Nicolas; Granrath, Christian; Wachtmeister, Louis; Karaduman, Abdulsamed; Rumpe, Bernhard; Andert, Jakob Lukas
Feature-Driven Specification of VTOL Air-Taxis with the Use of the Model-Based Systems Engineering (MBSE) Methodology CUBE
77th Annual Vertical Flight Society Forum and Technology Display (FORUM 77): the Future of Vertical Flight : online, 10-14 May 2021 / Vertical Flight Society (2021)

[Preprint]
Bohn, Leon; Löding, Christof
Constructing Deterministic ω-Automata from Examples by an Extension of the RPNI Algorithm
(2021)
[DOI: 10.18154/RWTH-2022-11204]

[Contribution to a book, Contribution to a conference proceedings]
Koren, István
A Standalone WebAssembly Development Environment for the Internet of Things
Web Engineering : 21st International Conference, ICWE 2021, Biarritz, France, May 18-21, 2021 : proceedings / Marco Brambilla, Richard Chbeir, Flavius Frasincar, Ioana Manolescu (Eds.), 353-360 (2021)
[DOI: 10.1007/978-3-030-74296-6_27]

[Contribution to a book, Contribution to a conference proceedings]
Pegoraro, Marco
Process Mining on Uncertain Event Data
ICPM-D 2021 ICPM 2021 Doctoral Consortium and Demo Track 2021 : Proceedings of the ICPM Doctoral Consortium and Demo Track 2021 co-located with 10th International Conference on Process Mining (ICPM 2021), Eindhoven, The Netherlands, November, 2021 / Edited by Mieke Jans ; Gert Janssenswillen ; Anna Kalenkova ; Fabrizio Maria Maggi, 2 Seiten (2021)
[DOI: 10.18154/RWTH-2022-10540]

[Dissertation / PhD Thesis]
Beyer, Lucas Klaus
Deep visual human sensing with application in robotics
(2021, 2022)
[DOI: 10.18154/RWTH-2022-09640]

[Contribution to a book, Contribution to a conference proceedings, Journal Article]
Zeyer, Albert; Merboldt, André; Michel, Wilfried; Schlüter, Ralf; Ney, Hermann
Librispeech Transducer Model with Internal Language Model Prior Correction
Interspeech 2021 Brno 2021-08-30 - 2021-09-03 (2021)
[DOI: 10.21437/Interspeech.2021-1510]

[Bachelor Thesis]
Al Kayyal, Majd; Sahli, Nabil; Ali, Lubna Kamel Nazih
Design and implementation of a mobile application to enhance the perception of OER
(2021)

[Patent]
Preuss, Rüdiger; Smieschek, Manfred; Stollenwerk, André; Kowalewski, Stefan; Heinrichs, Timo
Behälterreinigungsmaschine
(2021)

[Master Thesis]
Gurung, Neelu; Heinemann, Birte
Workflow nets for tasks generation and distribution in electronic education
(2021)
[DOI: 10.18154/RWTH-2022-07118]

[Book]
Thar, Jan; Stoenner, Sophy
Lernkarten-Set Laserschneiden
(2021)

[Book]
Thar, Jan
Lernkarten-Set Mikrocontroller: Arduino und Co
(2021)

[Book]
Borchers, Jan Oliver; Brocker, Anke; Lahaye, Marcel
Lernkarten-Set 3D-Druck
(2021)

[Journal Article]
Hassenzahl, Marc; Borchers, Jan Oliver; Boll, Susanne; Rosenthal-von der Pütten, Astrid Marieke; Wulf, Volker
Otherware: How to Best Interact with Autonomous Systems
Interactions, 28, 1, 54-57 (2020, 2021)
[DOI: 10.1145/3436942]

[Book]
Bockermann, Iris; Borchers, Jan Oliver; Brocker, Anke; Lahaye, Marcel; Moebus, Antje; Neudecker, Stefan; Stickel, Oliver; Stilz, Melanie; Wilkens, Daniel; Bohne, René; Pipek, Volkmar; Schelhowe, Heidi
Handbuch Fab Labs : Einrichtung, Finanzierung, Betrieb, Forschung & Lehre
(2021)

[Master Thesis]
Hajimiri, Yeganeh Sadat
I can say "Navigate me there": a comparison of different interface designs to improve the discoverability of multimodal interaction techniques
(2021)

[Bachelor Thesis]
Horlemann, Markus
PaperOrganizer: A visual bibliography to support structuring scientific literature
(2021)

[Master Thesis]
Schmitz, Adrian
HPC code generation for parallel pattern based algorithms on heterogeneous architectures
(2021)
[DOI: 10.18154/RWTH-2022-06701]

[Abstract, Contribution to a book, Contribution to a conference proceedings]
Grohe, Martin
A Deep Dive into the Weisfeiler-Leman Algorithm (Invited Talk)
LIPIcs, Vol. 202, 46th International Symposium on Mathematical Foundations of Computer Science (MFCS 2021) / Edited by Filippo Bonchi and Simon J. Puglisi, 1-1 (2021)
[DOI: 10.4230/LIPICS.MFCS.2021.2]

[Contribution to a book, Contribution to a conference proceedings]
Abboud, Ralph; Ceylan, İsmail İlkan; Grohe, Martin; Lukasiewicz, Thomas
The Surprising Power of Graph Neural Networks with Random Node Initialization
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21) / edited by Prof. Zhi-Hua Zhou ; sponsored by International Joint Conferences on Artifical Intelligence (IJCAI) (2021)
[DOI: 10.24963/ijcai.2021/291]

[Contribution to a book, Contribution to a conference proceedings]
Grohe, Martin; Neuen, Daniel
Recent advances on the graph isomorphism problem
Surveys in Combinatorics 2021 / edited by Konrad K. Dabrowski, Maximilien Gadouleau, Nicholas Georgiou, Matthew Johnson, George B. Mertzios, Daniël Paulusma (2021)
[DOI: 10.1017/9781009036214.006]

[Contribution to a book, Contribution to a conference proceedings]
Osterland, Thomas; Rose, Thomas
Stochastic Simulation for Assessing DLT Application Design Quantitatively
2021 International Conference on Artificial Intelligence and Blockchain Technology : AIBT 2021 : 4-6 December 2021, Beijing, China / conference chairs: Tan Ying (Peking University, China), Emanuel S. Grant (University of North Dakota, USA), 40-47 (2021)
[DOI: 10.1109/AIBT53261.2021.00014]

[Contribution to a conference proceedings]
Hensen, Benedikt; Meinberger, Sebastian; Klamma, Ralf
Object Associations Using Connection Curves in Collaborative Mixed Reality
GI VR / AR Workshop. Gesellschaft für Informatik e.V. / M. Weier, M. Bues und R. Wechner, 12 Seiten (2021)
[DOI: 10.18420/vrar2021_17]

[Contribution to a book, Contribution to a conference proceedings]
Rossenbach, Nick; Zeineldeen, Mohammad; Hilmes, Benedikt; Schlüter, Ralf; Ney, Hermann
Comparing the Benefit of Synthetic Training Data for Various Automatic Speech Recognition Architectures
2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) : proceedings : 13-17 December 2021, Cartagena, Colombia / sponsored by the Institute of Electrical and Electronics Engineers, Signal Processing Society, 788-795 (2021)
[DOI: 10.1109/ASRU51503.2021.9688255]

[Contribution to a book, Contribution to a conference proceedings]
Vieting, Peter; Luscher, Christoph; Michel, Wilfried; Schlüter, Ralf; Ney, Hermann
On Architectures and Training for Raw Waveform Feature Extraction in ASR
2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) : proceedings : 13-17 December 2021, Cartagena, Colombia / sponsored by the Institute of Electrical and Electronics Engineers, Signal Processing Society, 267-274 (2021)
[DOI: 10.1109/ASRU51503.2021.9688123]

[Preprint]
Pourbafrani, Mahsa; Vasudevan, Sandhya; Zafar, Faizan; Xingran, Yuan; Singh, Ravikumar; van der Aalst, Wil M. P.
A Python Extension to Simulate Petri nets in Process Mining
(2021)
[DOI: 10.18154/RWTH-2022-05668]

[Preprint]
Schuster, Daniel; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Freezing Sub-Models During Incremental Process Discovery : Extended Version
(2021)

[Preprint]
Qafari, Mahnaz Sadat; van der Aalst, Wil M. P.
Feature Recommendation for Structural Equation Model Discovery in Process Mining
(2021)
[DOI: 10.18154/RWTH-2022-05666]

[Preprint]
Fani Sani, Mohammadreza; Kabierski, Martin; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Model Independent Error Bound Estimation for Conformance Checking Approximation
(2021)
[DOI: 10.18154/RWTH-2022-05665]

[Contribution to a book, Contribution to a conference proceedings]
Li, Chiao-Yun; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
An Activity Instance Based Hierarchical Framework for Event Abstraction
2021 3rd International Conference on Process Mining : ICPM 2021 : Eindhoven, the Netherlands, 31 October-4 November 2021 : proceedings / ICPM ; editors: Claudio Di Ciccio, Chiara Di Francescomarino, Pnina Soffer, 160-167 (2021)
[DOI: 10.1109/ICPM53251.2021.9576868]

[Book, Proceedings]
van der Aalst, Wil M. P. (Editor); Batagelj, Vladimir (Editor); Buzmakov, Alexey (Editor); Ignatov, Dmitry I. (Editor); Kalenkova, Anna (Editor); Khachay, Michael (Editor); Koltsova, Olessia (Editor); Kutuzov, Andrey (Editor); Kuznetsov, Sergei O. (Editor); Lomazova, Irina A. (Editor); Loukachevitch, Natalia (Editor); Makarov, Ilya (Editor); Napoli, Amedeo (Editor); Panchenko, Alexander (Editor); Pardalos, Panos M. (Editor); Pelillo, Marcello (Editor); Savchenko, Andrey V. (Editor); Tutubalina, Elena (Editor)
Recent trends in analysis of images, social networks and texts : 9th international conference, AIST 2020, Skolkovo, Moscow, Russia, October 15-16, 2020 : revised supplementary proceedings
Communications in computer and information science 1357 (2021)
[DOI: 10.1007/978-3-030-71214-3]

[Contribution to a book]
Dees, Marcus; de Leoni, Massimiliano; van der Aalst, Wil M. P.; Reijers, Hajo A.
Accurate Predictions, Invalid Recommendations : Lessons Learned at the Dutch Social Security Institute UWV
Business Process Management Cases Vol. 2 : Digital Transformation - Strategy, Processes and Execution / Jan vom Brocke, Jan Mendling, Michael Rosemann, 165-178 (2021)
[DOI: 10.1007/978-3-662-63047-1_13]

[Contribution to a book, Contribution to a conference proceedings]
van der Aalst, Wil M. P.
Reduction Using Induced Subnets to Systematically Prove Properties for Free-Choice Nets
Application and theory of petri nets and concurrency : 42nd International Conference, PETRI NETS 2021, Virtual Event, June 23-25, 2021, proceedings / Didier Buchs, Josep Carmona (eds.), 208-229 (2021)
[DOI: 10.1007/978-3-030-76983-3_11]

[Conference Presentation, Multimedia]
Uysal, Merih Seran; Hüser, Dominik; van der Aalst, Wil M. P.
Optimization-Based Business Process Model Matching
24. International Conference on Business Information Systems Hannover 2021-06-14 - 2021-06-17 (2021)
[DOI: 10.5446/53691]

[Contribution to a conference proceedings]
Pourbafrani, Mahsa
Forward-Looking Process Mining
19. International Conference on Business Process Management Rome 2021-09-06 - 2021-09-10 (2021)

[Contribution to a conference proceedings]
Pourbafrani, Mahsa; van der Aalst, Wil M. P.
Interactive Process Improvement Using Simulation of Enriched Process Trees
2. International Workshop on AI-enabled Process Automation (2021)

[Book, Proceedings]
Ouh, Eng Lieh (Editor); Wadhwa, Bimlesh (Editor); Chawla, Shailey (Editor); Lichter, Horst (Editor); Aydin, Selin (Editor); Sunetnanta, Thanwadee (Editor); Anwar, Toni (Editor)
SEED 2021 & QuASoQ 2021 : joint proceedings of 4th Software Engineering Education Workshop (SEED 2021) & 9th Workshop on Quantitative Approaches to Software Quality (QuASoQ 2021) : co‐located with APSEC 2021, Taipei, Taiwan (virtual), December 6th, 2021
CEUR workshop proceedings 3062 (2021)

[Contribution to a conference proceedings]
Shao, Han; Kugelstadt, Tassilo; Hädrich, Torsten; Palubicki, Wojtek; Bender, Jan Stephen; Pirk, Sören; Michels, Dominik L.
Accurately Solving Rod Dynamics with Graph Learning
International Conference on Learning Representations : ICLR 2021 ; Vienna, Austria May 04 2021 (2021)

[Contribution to a book, Contribution to a conference proceedings]
Pourbafrani, Mahsa; Balyan, Shubham; Ahmed, Mehmood; Chugh, Sonam; van der Aalst, Wil M. P.
GenCPN: automatic CPN model generation of processes
ICPM-D 2021 : ICPM 2021 Doctoral Consortium and Demo Track 2021 : Proceedings of the ICPM Doctoral Consortium and Demo Track 2021 co-located with 10th International Conference on Process Mining (ICPM 2021) : Eindhoven, The Netherlands, November, 2021 / edited by Mieke Jans, Gert Janssenswillen, Anna Kalenkova, Fabrizio Maria Maggi, 23-24 (2021)

[Contribution to a book]
Sheng, Weihua; Castrillon, Jeronimo; Leupers, Rainer
Software Compilation and Optimization Techniques for Heterogeneous Multi-core Platforms
Multi-processor system-on-chip : 2: Applications / Coordinated by Liliana Andrade, Frédéric Rousseau, 203-235 (2021)
[DOI: 10.1002/9781119818410.ch10]

[Contribution to a book, Contribution to a conference proceedings]
Adhikari, Saurabh; Plewnia, Christian Colin; Netramai, Chayakorn; Lichter, Horst
A Simulation for Forecasting Compute Resource Usage
2021 3rd Asia Pacific Information Technology Conference, 26-32 (2021)
[DOI: 10.1145/3449365.3449370]

[Contribution to a book, Contribution to a conference proceedings]
Bojanczyk, Mikolaj; Klin, Bartek; Moerman, Joshua
Orbit-Finite-Dimensional Vector Spaces and Weighted Register Automata
Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer Science, [1]-13 (2021)
[DOI: 10.1109/LICS52264.2021.9470634]

[Contribution to a book, Contribution to a conference proceedings]
Karim, Md Rezaul; Dey, Sumon Kanti; Islam, Tanhim; Sarker, Sagor; Menon, Mehadi Hasan; Hossain, Kabir; Hossain, Md Azam; Decker, Stefan Josef
DeepHateExplainer: Explainable Hate Speech Detection in Under-resourced Bengali Language
2021 IEEE International Conference on Data Science and Advanced Analytics : DSAA 2020 : proceedings : 6-9 October 2021, Porto, Portugal (2021)
[DOI: 10.1109/DSAA53316.2021.9564230]

[Contribution to a book, Contribution to a conference proceedings]
Mitrevski, Alex; Ploger, Paul G.; Lakemeyer, Gerhard
Robot Action Diagnosis and Experience Correction by Falsifying Parameterised Execution Models
2021 IEEE International Conference on Robotics and Automation : May 30-June 5, 2021, Xi'an, China / co-sponsored by: IEEE Robotics and Automation Society, Southern University of Science and Technology, Harbin Institute of Technology, Xi’an Jiaotong University, University of Toronto, Natural Sciences and Engineering Research Council of Canada, the Chinese University of Hong Kong ; publisher: IEEE, 11025-11031 (2021)
[DOI: 10.1109/ICRA48506.2021.9561710]

[Master Thesis]
Abdolali, Faraji; Ali, Lubna Kamel Nazih
Developing a quality evaluation model to support identifying high quality images and videos from OER repositories
(2021)

[Contribution to a book, Contribution to a conference proceedings]
Kremer, Gereon; Ábrahám, Erika; England, Matthew; Davenport, James H.
On the Implementation of Cylindrical Algebraic Coverings for Satisfiability Modulo Theories Solving
2021 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing : SYNASC 2021 : virtual conference, 7-10 December 2021 / editors: Carsten Schneider, Mircea Marin, Viorel Negru, Daniela Zaharie, 37-39 (2021)
[DOI: 10.1109/SYNASC54541.2021.00018]

[Contribution to a book, Contribution to a conference proceedings]
Nekrasov, Alexey; Schult, Jonas; Litany, Or; Leibe, Bastian; Engelmann, Francis
Mix3D: Out-of-Context Data Augmentation for 3D Scenes
[2021 International Conference on 3D Vision (3DV) : Proceedings], 116-125 (2021)
[DOI: 10.1109/3DV53792.2021.00022]

[Contribution to a book, Contribution to a conference proceedings]
Jia, Dan; Steinweg, Mats; Hermans, Alexander; Leibe, Bastian
Self-Supervised Person Detection in 2D Range Data using a Calibrated Camera
2021 IEEE International Conference on Robotics and Automation : May 30-June 5, 2021, Xi'an, China / co-sponsored by: IEEE Robotics and Automation Society, Southern University of Science and Technology, Harbin Institute of Technology, Xi’an Jiaotong University, University of Toronto, Natural Sciences and Engineering Research Council of Canada, the Chinese University of Hong Kong ; publisher: IEEE, 13301-13307 (2021)
[DOI: 10.1109/ICRA48506.2021.9561699]

[Book, Habil / Postdoctoral Thesis (Non-german Habil)]
Wortmann, Andreas
Model-driven architecture and behavior of cyber-physical systems
Aachener Informatik-Berichte Software Engineering 50 (2021, 2023)
[DOI: 10.18154/RWTH-2022-04609]

[Preprint]
Bick, Christian; Gross, Elizabeth; Harrington, Heather A.; Schaub, Michael Thomas
What are higher-order networks?
(2021)

[Preprint]
Zhu, Jiong; Jin, Junchen; Loveland, Donald; Schaub, Michael Thomas; Koutra, Danai
On the Relationship between Heterophily and Robustness of Graph Neural Networks
(2021)
[DOI: 10.48550/ARXIV.2106.07767]

[Contribution to a book, Contribution to a conference proceedings]
Yang, Maosheng; Isufi, Elvin; Schaub, Michael Thomas; Leus, Geert
Finite Impulse Response Filters for Simplicial Complexes
29th European Signal Processing Conference (EUSIPCO 2021) : proceedings : 23-27 August 2021, Dublin, Ireland / EURASIP - European Association for Signal Processing, EUSIPCO2021 - 29th European Signal Processing Conference, Dublin, Ireland, 23-27 August 2021 ; general chair: Rozenn Dahyot (Maynooth University , Ireland), general chair: Fernando Pérez-González (University of Vigo, Spain), 2005-2009 (2021)
[DOI: 10.23919/EUSIPCO54536.2021.9616185]

[Preprint]
Roddenberry, T. Mitchell; Frantzen, Florian; Schaub, Michael Thomas; Segarra, Santiago
Hodgelets : Localized Spectral Representations of Flows on Simplicial Complexes
(2021)

[Preprint]
Roddenberry, T. Mitchell; Schaub, Michael Thomas; Hajij, Mustafa
Signal Processing on Cell Complexes
(2021, 2022)

[Contribution to a book, Contribution to a conference proceedings]
Frantzen, Florian; Seby, Jean-Baptiste; Schaub, Michael Thomas
Outlier Detection for Trajectories via Flow-embeddings
Conference record of the Fifty-Fifth Asilomar Conference on Signals, Systems & Computers : October 31-November 3, 2021, Pacific Grove, California / edited by: Michael B. Matthews (Northrop Grumman Innovation Systems) ; technical co-sponsor: the IEEE Signal Processing Society, 1568-1572 (2021)
[DOI: 10.1109/IEEECONF53345.2021.9723128]

[Preprint]
Buisson-Fenet, Mona; Morgenthaler, Valery; Trimpe, Johann Sebastian; Di Meglio, Florent
Joint state and dynamics estimation with high-gain observers and Gaussian process models
(2021)

[Preprint]
Müller, Sarah; von Rohr, Alexander; Trimpe, Johann Sebastian
Local policy search with Bayesian optimization
(2021)

[Preprint]
Klöker, Laurent Benedikt; Thomsen, Fabian; Eckstein, Lutz; Trettner, Philip Ulrich; Elsner, Tim; Nehring-Wirxel, Julius Peter; Schuster, Kersten Martin; Kobbelt, Leif; Hoesch, Michael
Highly accurate digital traffic recording as a basis for future mobility research : Methods and concepts of the research project HDV-Mess
(2021)

[Contribution to a book, Contribution to a conference proceedings]
Fiedler, Christian Martin; Scherer, Carsten W.; Trimpe, Johann Sebastian
Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees
2021 60th IEEE Conference on Decision and Control (CDC) / Thomas Parisini, President IEEE Control Systems Society. Magnus Egerstedt, General Chair. Maria Prandini, Program Chair, 5122-5129 (2021, 2022)
[DOI: 10.1109/CDC45484.2021.9682836]

[Contribution to a book, Contribution to a conference proceedings]
Baumann, Dominik Oliver; Marco, Alonso; Turchetta, Matteo; Trimpe, Johann Sebastian
GoSafe: Globally Optimal Safe Robot Learning
2021 IEEE International Conference on Robotics and Automation : May 30-June 5, 2021, Xi'an, China / co-sponsored by: IEEE Robotics and Automation Society, Southern University of Science and Technology, Harbin Institute of Technology, Xi’an Jiaotong University, University of Toronto, Natural Sciences and Engineering Research Council of Canada, the Chinese University of Hong Kong ; publisher: IEEE, 4452-4458 (2021)
[DOI: 10.1109/ICRA48506.2021.9560738]

[Contribution to a book, Contribution to a conference proceedings]
Scholkemper, Michael; Schaub, Michael Thomas
Local, Global And Scale-Dependent Node Roles
IEEE ICAS 2021 : International Conference on Autonomous Systems : virtual conference, August 11-13, 2021 / sponsors and organizers: IEEE, IEEE Signal Processing Society, ASI (2021)
[DOI: 10.1109/ICAS49788.2021.9551110]

[Contribution to a book, Contribution to a conference proceedings]
Müller, Sarah; von Rohr, Alexander; Trimpe, Johann Sebastian
Local policy search with Bayesian optimization
[Thirty-fifth Conference on Neural Information Processing Systems, NeurIPS 2021], 20708-20720 (2021)

[Dissertation / PhD Thesis]
Kontogianni, Theodora
Object discovery, interactive and 3D segmentation for large-scale computer vision tasks
(2021, 2022)
[DOI: 10.18154/RWTH-2022-03753]

[Preprint]
Qiao, Yu; Zanwar, Sourabh; Bhattacharyya, Rishab; Wiechmann, Daniel; Zhou, Wei; Kerz, Elma; Schlüter, Ralf
Prediction of Listener Perception of Argumentative Speech in a Crowdsourced Dataset Using (Psycho-)Linguistic and Fluency Features
(2021)
[DOI: 10.48550/arXiv.2111.07130]

[Contribution to a book, Contribution to a conference proceedings]
Neuhäuser, Leonie Lisa; Schaub, Michael Thomas; Mellor, Andrew; Lambiotte, Renaud
Opinion Dynamics with Multi-body Interactions
Network Games, Control and Optimization : 10th International Conference, NetGCooP 2020, France, September 22-24, 2021, Proceedings / edited by Samson Lasaulce, Panayotis Mertikopoulos, Ariel Orda, 261-271 (2021)
[DOI: 10.1007/978-3-030-87473-5_23]

[Contribution to a book, Contribution to a conference proceedings]
Mitrevsk, Alex; Ploger, Paul G.; Lakemeyer, Gerhard
Ontology-Assisted Generalisation of Robot Action Execution Knowledge
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) / IROS 2021 Online ; IEEE, RSJ, IEEE MSIT Robotics & Automation Society, SICE, IES, NIF - New Technology Foundation, 6763-6770 (2021)
[DOI: 10.1109/IROS51168.2021.9636791]

[Contribution to a book, Contribution to a conference proceedings]
Liem, Radita Tapaning Hesti; Povaliaiev, Dmytro; Lofstead, Jay; Kunkel, Julian; Terboven, Christian
User-Centric System Fault Identification Using IO500 Benchmark
Proceedings of PDSW 2021: IEEE/ACM Sixth International Parallel Data Systems Workshop : held in conjunction with SC21: the International Conference for High Performance Computing, Networking, Storage and Analysis, St. Louis, Missouri, USA, November 14-19, 2021 / IEEE Computer Society, TCHPC, ACM, SIGHPC ; publisher: IEEE, 35-40 (2021)
[DOI: 10.1109/PDSW54622.2021.00011]

[Talk (non-conference)]
Heinemann, Birte
Open Digital Lab for You - The Internet of Laboratories for Study, Teaching and Research
AIDed Learning | Edition 5 | The labs have landed on the clouds! (2021)

[Contribution to a conference proceedings]
Gamper, Paul; Heinemann, Birte; Schroeder, Ulrik
Entwicklung und Einsatz eines Programmierlernspiels
[DEFLI 2021] (2021)

[Contribution to a conference proceedings]
Gamper, Paul; Heinemann, Birte; Bachmann, Lisa; Schroeder, Ulrik
Eye-Tracking zur Untersuchung von Problemlösestrategien in einem Serious-Game
[DEFLI 2021] (2021)

[Abstract, Contribution to a book, Contribution to a conference proceedings]
Ehlenz, Matthias Siegfried; Heinemann, Birte; de Groot, Rabea; Kühn, Damin; Nadenau, Claudio; Quirl, Domenic; Schroeder, Ulrik
Through the eyes of cooperation at multi-touch tabletop displays
LAK21 conference proceedings : the Eleventh International Conference on Learning Analytics & Knowledge : the impact we make : the contributions of learning analytics to learning : April 12-16, 2021, Online, Everywhere / organized by SOLAR ; ACM in-cooperation, SIGCHI, SIGWEB ; Maren Scheffel, Nia Dowell, Srecko Joksimovic, George Siemens, 148-148 (2021)
[DOI: 10.18154/RWTH-2022-03003]

[Contribution to a book, Contribution to a conference proceedings]
Bastos, Anson; Nadgeri, Abhishek; Singh, Kuldeep; Mulang, Isaiah Onando; Shekarpour, Saeedeh; Hoffart, Johannes; Kaul, Manohar
RECON : Relation Extraction using Knowledge Graph Context in a Graph Neural Network
Proceedings of the Web Conference 2021 / Edited by Jure Leskovec, Marko Grobelnik, Marc Najork, Jie Tang, Leila Zia, 1673-1685 (2021)
[DOI: 10.1145/3442381.3449917]

[Contribution to a book, Contribution to a conference proceedings]
Chakrabarti, Arnab; Das, Abhijeet; Cochez, Michael; Quix, Christoph
Unsupervised Feature Selection for Efficient Exploration of High Dimensional Data
Advances in Databases and Information Systems : 25th European Conference, ADBIS 2021, Tartu, Estonia, August 24-26, 2021, Proceedings / edited by Ladjel Bellatreche, Marlon Dumas, Panagiotis Karras, Raimundas Matulevičius, 183-197 (2021)
[DOI: 10.1007/978-3-030-82472-3_14]

[Contribution to a conference proceedings]
Chakrabarti, Arnab; Kulshrestha, Tanuj; Quix, Christoph
A Visualization System for High Dimensional Data Streams using Complex Event Processing
[nformation Visualization of Geospatial Networks, Flows and Movement in conjugation with IEEE VIS2020, MoVIS2020] (2021)

[Contribution to a book, Contribution to a conference proceedings]
Chakrabarti, Arnab; Sukumar, Ravi Prasanna; Jarke, Matthias; Rudack, Maximilian Markus; Buske, Paul; Holly, Carlo
Efficient Modeling of Digital Shadows for Production Processes: A Case Study for Quality Prediction in High Pressure Die Casting Processes
2021 IEEE International Conference on Data Science and Advanced Analytics : DSAA 2020 : proceedings : 6-9 October 2021, Porto, Portugal (2021)
[DOI: 10.1109/DSAA53316.2021.9564113]

[Contribution to a book, Contribution to a conference proceedings]
Chakrabarti, Arnab; Ahmad, Farhad; Quix, Christoph
Towards a Rule-based Visualization Recommendation System
IC3K 2021 : proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management : online streaming, October 25-27, 2021 / sponsored by: INSTICC - Institute for Systems and Technologies of Information, Control and Communication, 57-68 (2021)
[DOI: 10.5220/0010677100003064]

[Contribution to a book, Contribution to a conference proceedings]
Liu, Daxin; Lakemeyer, Gerhard
Reasoning about Beliefs and Meta-Beliefs by Regression in an Expressive Probabilistic Action Logic
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 1951-1958 (2021)
[DOI: 10.24963/ijcai.2021/269]

[Contribution to a book, Contribution to a conference proceedings]
Liu, Daxin; Feng, Qihui
On the Progression of Belief
Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 465-474 (2021)
[DOI: 10.24963/kr.2021/44]

[Contribution to a book, Contribution to a conference proceedings]
Kiesel, Raphael; Boehm, F.; Pennekamp, Jan; Schmitt, Robert H.
Development of a Model to Evaluate the Potential of 5G Technology for Latency-critical Applications in Production
IEEE IEEM 21 virtual : 2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) : 13-16 December 2021 / organizers: IEEE Singapore Section, IEEE TEMS Singapore Chapter, IEEE TEMS Hong Kong Chapter, 739-744 (2021, 2022)
[DOI: 10.1109/IEEM50564.2021.9673074]

[Book, Proceedings]
Hammoudi, Slimane (Editor); Quix, Christoph (Editor); Bernardino, Jorge (Editor)
Data Management Technologies and Applications : 9th International Conference, DATA 2020, virtual event, July 7-9, 2020, revised selected papers
Communications in computer and information science 1446 (2021)
[DOI: 10.1007/978-3-030-83014-4]

[Contribution to a book, Contribution to a conference proceedings]
van der Aalst, Wil M. P.; Brockhoff, Tobias; Farhang Ghahfarokhi, Anahita; Pourbafrani, Mahsa; Uysal, Merih Seran; van Zelst, Sebastiaan Johannes
Removing Operational Friction Using Process Mining: Challenges Provided by the Internet of Production (IoP)
Data management technologies and applications : 9th International Conference, DATA 2020, virtual event, July 7-9, 2020, revised selected papers / Slimane Hammoudi, Christoph Quix, Jorge Bernardino (eds.), 1-31 (2021)
[DOI: 10.1007/978-3-030-83014-4_1]

[Contribution to a book, Contribution to a conference proceedings]
Kristan, Matej; Matas, Jiri; Leonardis, Ales; Felsberg, Michael; Pflugfelder, Roman; Kamarainen, Joni-Kristian; Chang, Hyung Jin; Danelljan, Martin; Zajc, Luka Cehovin; Lukezic, Alan; Drbohlav, Ondrej; Kapyla, Jani; Hager, Gustav; Yan, Song; Yang, Jinyu; Zhang, Zhongqun; Fernandez, Gustavo; Abdelpakey, Mohamed; Bhat, Goutam; Cerkezi, Llukman; Cevikalp, Hakan; Chen, Shengyong; Chen, Xin; Cheng, Miao; Cheng, Ziyi; Chiu, Yu-Chen; Cirakman, Ozgun; Cui, Yutao; Dai, Kenan; Dasari, Mohana Murali; Deng, Qili; Dong, Xingping; Du, Daniel K.; Dunnhofer, Matteo; Feng, Zhen-Hua; Feng, Zhiyong; Fu, Zhihong; Ge, Shiming; Gorthi, Rama Krishna; Gu, Yuzhang; Gunsel, Bilge; Guo, Qing; Gurkan, Filiz; Han, Wencheng; Huang, Yanyan; Lawin, Felix Jaremo; Jhang, Shang-Jhih; Ji, Rongrong; Jiang, Cheng; Jiang, Yingjie; Juefei-Xu, Felix; Jun, Yin; Ke, Xiao; Khan, Fahad Shahbaz; Hak Kim, Byeong; Kittler, Josef; Lan, Xiangyuan; Lee, Jun Ha; Leibe, Bastian; Li, Hui; Li, Jianhua; Li, Xianxian; Li, Yuezhou; Liu, Bo; Liu, Chang; Liu, Jingen; Liu, Li; Liu, Qingjie; Lu, Huchuan; Lu, Wei; Luiten, Jonathon Tyler; Ma, Jie; Ma, Ziang; Martinel, Niki; Mayer, Christoph; Memarmoghadam, Alireza; Micheloni, Christian; Niu, Yuzhen; Paudel, Danda; Peng, Houwen; Qiu, Shoumeng; Rajiv, Aravindh; Rana, Muhammad; Robinson, Andreas; Saribas, Hasan; Shao, Ling; Shehata, Mohamed; Shen, Furao; Shen, Jianbing; Simonato, Kristian; Song, Xiaoning; Tang, Zhangyong; Timofte, Radu; Torr, Philip; Tsai, Chi-Yi; Uzun, Bedirhan; Van Gool, Luc; Voigtlaender, Paul; Wang, Dong; Wang, Guangting; Wang, Liangliang; Wang, Lijun; Wang, Limin; Wang, Linyuan; Wang, Yong; Wang, Yunhong; Wu, Chenyan; Wu, Gangshan; Wu, Xiao-Jun; Xie, Fei; Xu, Tianyang; Xu, Xiang; Xue, Wanli; Yan, Bin; Yang, Wankou; Yang, Xiaoyun; Ye, Yu; Yin, Jun; Zhang, Chengwei; Zhang, Chunhui; Zhang, Haitao; Zhang, Kaihua; Zhang, Kangkai; Zhang, Xiaohan; Zhang, Xiaolin; Zhang, Xinyu; Zhang, Zhibin; Zhao, Shaochuan; Zhen, Ming; Zhong, Bineng; Zhu, Jiawen; Zhu, Xue-Feng
The Ninth Visual Object Tracking VOT2021 Challenge Results
2021 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021 : 11-17 October 2021, Virtual Event, 2711-2738 (2021)
[DOI: 10.1109/ICCVW54120.2021.00305]

[Contribution to a conference proceedings]
Gao, Yingbo; Thulke, David; Gerstenberger, Alexander; Tran, Khoa Viet; Schlüter, Ralf; Ney, Hermann
On Sampling-Based Training Criteria for Neural Language Modeling
22nd Annual Conference of the International Speech Communication Association (INTERSPEECH 2021) : Brno, Czech Republic, 30 August-3 September 2021 / International Speech Communication Association, 1877-1881 (2021)
[DOI: 10.21437/Interspeech.2021-1067]

[Contribution to a book, Contribution to a conference proceedings]
Athar, Ali; Mahadevan, Sabarinath; Osep, Aljosa; Leal-Taixe, Laura; Leibe, Bastian
A Single-Stage, Bottom-up Approach for Occluded VIS using Spatio-temporal Embeddings
2021 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021 : 11-17 October 2021, Virtual Event, 3851-3855 (2021)
[DOI: 10.1109/ICCVW54120.2021.00431]

[Contribution to a conference proceedings]
Qiao, Yu; Zhou, Wei; Kerz, Elma; Schlüter, Ralf
The Impact of ASR on the Automatic Analysis of Linguistic Complexity and Sophistication in Spontaneous L2 Speech
22nd Annual Conference of the International Speech Communication Association (INTERSPEECH 2021) : Brno, Czech Republic, 30 August-3 September 2021 / International Speech Communication Association, 4453-4457 (2021)
[DOI: 10.21437/Interspeech.2021-1402]

[Contribution to a conference proceedings]
Zhou, Wei; Zeineldeen, Mohammad; Zheng, Zuoyun; Schlüter, Ralf; Ney, Hermann
Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition
22nd Annual Conference of the International Speech Communication Association (INTERSPEECH 2021) : Brno, Czech Republic, 30 August-3 September 2021 / International Speech Communication Association ; Volume 4 of 6, 2886-2890 (2021)
[DOI: 10.21437/Interspeech.2021-1623]

[Contribution to a conference proceedings]
Zhou, Wei; Zeyer, Albert; Merboldt, André; Schlüter, Ralf; Ney, Hermann
Equivalence of Segmental and Neural Transducer Modeling : A Proof of Concept
22nd Annual Conference of the International Speech Communication Association (INTERSPEECH 2021) : Brno, Czech Republic, 30 August-3 September 2021 / International Speech Communication Association, 2891-2895 (2021)
[DOI: 10.21437/Interspeech.2021-1671]

[Contribution to a conference proceedings]
Zeineldeen, Mohammad; Glushko, Aleksandr; Michel, Wilfried; Zeyer, Albert; Schlüter, Ralf; Ney, Hermann
Investigating Methods to Improve Language Model Integration for Attention-based Encoder-Decoder ASR Models
22nd Annual Conference of the International Speech Communication Association (INTERSPEECH 2021) : Brno, Czech Republic, 30 August-3 September 2021 / International Speech Communication Association, 2856-2860 (2021)
[DOI: 10.21437/Interspeech.2021-1255]

[Preprint]
Raissi, Tina; Beck, Eugen; Schlüter, Ralf; Ney, Hermann
Towards Consistent Hybrid HMM Acoustic Modeling
(2021)

[Preprint]
Gao, Yingbo; Thulke, David; Gerstenberger, Alexander; Tran, Khoa Viet; Schlüter, Ralf; Ney, Hermann
On Sampling-Based Training Criteria for Neural Language Modeling
(2021)

[Preprint]
Qiao, Yu; Zhou, Wei; Kerz, Elma; Schlüter, Ralf
The Impact of ASR on the Automatic Analysis of Linguistic Complexity and Sophistication in Spontaneous L2 Speech
(2021)

[Contribution to a book, Contribution to a conference proceedings]
Mou, Yongli; Geng, Jiahui; Welten, Sascha Martin; Rong, Chunming; Decker, Stefan Josef; Beyan, Oya Deniz
Optimized Federated Learning on Class-Biased Distributed Data Sources
Machine Learning and Principles and Practice of Knowledge Discovery in Databases : International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I / edited by Michael Kamp, Irena Koprinska, Adrien Bibal [u.a.], 146-158 (2021)
[DOI: 10.1007/978-3-030-93736-2_13]

[Journal Article]
Neuhäuser, Leonie Lisa; Lambiotte, Renaud; Schaub, Michael Thomas
Consensus dynamics on temporal hypergraphs
Physical Review E, 104, 6, 064305 (2021)
[DOI: 10.1103/PhysRevE.104.064305]

[Preprint]
Zhou, Wei; Zeineldeen, Mohammad; Zheng, Zuoyun; Schlüter, Ralf; Ney, Hermann
Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition
(2021)

[Preprint]
Zeineldeen, Mohammad; Glushko, Aleksandr; Michel, Wilfried; Zeyer, Albert; Schlüter, Ralf; Ney, Hermann
Investigating Methods to Improve Language Model Integration for Attention-based Encoder-Decoder ASR Models
(2021)

[Preprint]
Zhou, Wei; Zeyer, Albert; Merboldt, André; Schlüter, Ralf; Ney, Hermann
Equivalence of Segmental and Neural Transducer Modeling : A Proof of Concept
(2021)

[Preprint]
Kremer, Gereon; Ábrahám, Erika; Ganesh, Vijay
On the proof complexity of MCSAT
(2021)

[Preprint]
Ábrahám, Erika; Davenport, James H.; England, Matthew; Kremer, Gereon
Proving UNSAT in SMT: The Case of Quantifier Free Non-Linear Real Arithmetic
(2021)

[Contribution to a book, Contribution to a conference proceedings]
Freiberger, Felix; Schupp, Stefan; Hermanns, Holger; Ábrahám, Erika
Controller verification meets controller code: a case study
Proceedings of the 19th ACM-IEEE International Conference on Formal Methods and Models for System Design, 98-103 (2021)
[DOI: 10.1145/3487212.3487337]

[Contribution to a book, Contribution to a conference proceedings]
Dobe, Oyendrila; Ábrahám, Erika; Bartocci, Ezio; Bonakdarpour, Borzoo
HyperProb : A Model Checker for Probabilistic Hyperproperties
Formal Methods : 24th International Symposium, FM 2021, Virtual Event, November 20-26, 2021, proceedings / Marieke Huisman, Corina Păsăreanu, Naijun Zhan (eds.), 657-666 (2021)
[DOI: 10.1007/978-3-030-90870-6_35]

[Contribution to a book, Contribution to a conference proceedings]
Althoff, Matthias; Ábrahám, Erika; Forets, Marcelo; Frehse, Goran; Freire, Daniel; Schilling, Christian; Schupp, Stefan; Wetzlinger, Mark
ARCH-COMP21 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics
8th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH21), 1-31 (2021)
[DOI: 10.29007/lhbw]

[Contribution to a book, Contribution to a conference proceedings, Journal Article]
van der Aalst, Wil M. P.
Using Free-Choice Nets for Process Mining and Business Process Management
Annals of computer science and information systems, 25, 9-15 (2021)
[DOI: 10.15439/2021F002]

[Contribution to a book, Contribution to a conference proceedings]
van der Aalst, Wil M. P.
Federated Process Mining: Exploiting Event Data Across Organizational Boundaries
2021 IEEE International Conference on Smart Data Services : SMDS 2021 : virtual conference, 5-11 September 2021 / SMDS 2021 editors: Nimanthi Atukorala, Carl Chang, Ernesto Damiani, Min Fu, George Spanoudakis, Mudhakar Srivatsa, Zhongjie Wang, Jia Zhang, 61-71 (2021)
[DOI: 10.1109/SMDS53860.2021.00011]

[Contribution to a book, Contribution to a conference proceedings]
Hersèn, Nicklas; Hacks, Simon; Fögen, Konrad
Towards Measuring Test Coverage of Attack Simulations
Enterprise, Business-Process and Information Systems Modeling : 22nd International Conference, BPMDS 2021, and 26th International Conference, EMMSAD 2021, Held at CAiSE 2021, Melbourne, VIC, Australia, June 28-29, 2021, Proceedings / edited by Adriano Augusto, Asif Gill, Selmin Nurcan, Iris Reinhartz-Berger, Rainer Schmidt, Jelena Zdravkovic, 303-317 (2021)
[DOI: 10.1007/978-3-030-79186-5_20]

[Contribution to a book, Contribution to a conference proceedings]
Plewnia, Christian Colin
An Integrated Approach for Cloud Computing Service Selection and Cost Estimation
Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion, 1-3 (2021)
[DOI: 10.1145/3492323.3503505]

[Contribution to a book, Contribution to a conference proceedings]
Lichter, Horst; Aydin, Selin; Sunetnanta, Thanwadee; Anwar, Toni
Report on the 9th International Workshop on Quantitative Approaches to Software Quality
SEED 2021 & QuASoQ 2021 : joint proceedings of 4th Software Engineering Education Workshop (SEED 2021) & 9th Workshop on Quantitative Approaches to Software Quality (QuASoQ 2021) : co‐located with APSEC 2021, Taipei, Taiwan (virtual), December 6th, 2021 / editors: Benjamin Gan, Singapore Management University; Eng Lieh Ouh, Singapore Management University; Bimlesh Wadhwa, National University of Singapore; Shailey Chawla, James Cook University, Singapore; Horst Lichter, RWTH Aachen University, Germany; Selin Aydin, RWTH Aachen University, Germany; Thanwadee Sunetnanta, Mahidol University, Thailand; Toni Anwar, University Petronas, Malaysia, 38-40 (2021)
[DOI: 10.18154/RWTH-CONV-246892]

[Contribution to a book, Contribution to a conference proceedings]
Liss, Lukas; Kämmerling, Henrik; Alexander, Peter; Lichter, Horst
Towards a Catalog of Refactoring Solutions for Enterprise Architecture Smells
SEED 2021 & QuASoQ 2021 : joint proceedings of 4th Software Engineering Education Workshop (SEED 2021) & 9th Workshop on Quantitative Approaches to Software Quality (QuASoQ 2021) : co‐located with APSEC 2021, Taipei, Taiwan (virtual), December 6th, 2021 / editors: Benjamin Gan, Singapore Management University; Eng Lieh Ouh, Singapore Management University; Bimlesh Wadhwa, National University of Singapore; Shailey Chawla, James Cook University, Singapore; Horst Lichter, RWTH Aachen University, Germany; Selin Aydin, RWTH Aachen University, Germany; Thanwadee Sunetnanta, Mahidol University, Thailand; Toni Anwar, University Petronas, Malaysia, 60-69 (2021)
[DOI: 10.18154/RWTH-CONV-246890]

[Contribution to a book, Contribution to a conference proceedings]
Heithoff, Malte Felix; Kusmenko, Evgeny; Rumpe, Bernhard
Synchronous Execution Semantics for Component & Connector Models
24th International Conference on Model-Driven Engineering Languages and Systems : MODELS 2021 : 10-15 October 2021, virtual event / doctoral symposium chairs: Paolo Arcaini, Tao Yue; educators symposium chairs: Catherine Dubois, Steffen Zschaler; tools & demonstrations chairs: Kenji Tei, Jianjun Zhao; posters chairs: Norihiro Yoshida, Haiyan Zhao; workshops chairs: Huseyin Ergin, Xiaoxing Ma; SAM 2021 chairs: Jameleddine Hassine, Philip Makedonski, 264-273 (2021)
[DOI: 10.1109/MODELS-C53483.2021.00047]

[Preprint]
Moerman, Joshua; Sammartino, Matteo
Residuality and Learning for Nondeterministic Nominal Automata
(2021)
[DOI: 10.18154/RWTH-2022-01946]

[Contribution to a book, Contribution to a conference proceedings]
Schumacher, Tobias; Wolf, Hinrikus; Ritzert, Martin; Lemmerich, Florian; Grohe, Martin; Strohmaier, Markus Bernhard
The Effects of Randomness on the Stability of Node Embeddings
Machine Learning and Principles and Practice of Knowledge Discovery in Databases : International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I / edited by Michael Kamp, Irena Koprinska, Adrien Bibal [u.a.], 197-215 (2021)
[DOI: 10.1007/978-3-030-93736-2_16]

[Preprint]
Behery, Mohamed; Trinh, Minh; Lakemeyer, Gerhard
Human Action Nodes for Behavior Trees
(2021)

[Book, Proceedings]
Klemke, Roland (Editor); Sanusi, Khaleel Asyraaf Mat (Editor); Majonica, Daniel (Editor); Richert, Anja Simone (Editor); Keller, Tobias (Editor); Schneider, Jan (Editor); Di Mitri, Daniele (Editor); Ciordas-Hertel, George-Petru (Editor); Romano, Gianluca (Editor); Kravčík, Miloš (Editor); Paaßen, Benjamin (Editor); Slupczynski, Michal Piotr (Editor); Klatt, Stefanie (Editor); Geisen, Mai (Editor); Baumgartner, Tobias (Editor); Riedl, Nina (Editor)
MILeS 2021: Workshop on Multimodal Immersive Learning Systems : proceedings of the 1st International Workshop on Multimodal Immersive Learning Systems : at the Sixteenth European Conference on Technology Enhanced Learning: Technology-Enhanced Learning for a Free, Safe, and Sustainable World : online (Bozen-Bolzano, Italy) : September 20-24, 2021
CEUR workshop proceedings 2979 (2021)

[Contribution to a book, Contribution to a conference proceedings]
Bohn, Leon; Löding, Christof
Constructing Deterministic ω-Automata from Examples by an Extension of the RPNI Algorithm
46th International Symposium on Mathematical Foundations of Computer Science (MFCS 2021) / Herausgeber: Filippo Bonchi, Simon J. Puglisi, 20:1-20:18 (2021)
[DOI: 10.4230/LIPIcs.MFCS.2021.20]

[Contribution to a book, Contribution to a conference proceedings]
Qafari, Mahnaz Sadat; van der Aalst, Wil M. P.
Case level counterfactual reasoning in process mining
Intelligent Information Systems: CAiSE Forum 2021, Melbourne, VIC, Australia, June 28 - July 2, 2021, Proceedings / edited by Selmin Nurcan, Axel Korthaus, 55-63 (2021)
[DOI: 10.1007/978-3-030-79108-7_7]

[Contribution to a book, Contribution to a conference proceedings]
Thulke, David; Schwinger, Felix Clemens; Krempels, Karl-Heinz
Towards a Natural Language Dialog System for Mobility Service Platforms
VEHITS 2021 : proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems : online streaming, April 28-30, 2021 / sponsored by INSTICC - Institute for Systems and Technologies of Information, Control and Communication ; edited by Karsten Berns, Markus Helfert and Oleg Gusikhin, 706-713 (2021)
[DOI: 10.5220/0010526507060713]

[Contribution to a book, Contribution to a conference proceedings]
Schwinger, Felix Clemens; Philipsen, Ralf; Himmel, Simon; Jarke, Matthias; Ziefle, Martina
On the Integration of Shared Autonomous Mobility on Demand in Mobility Service Platforms
WEBIST 2021 : proceedings of the 17th International Conference on Web Information Systems and Technologies : online streaming, October 26-28, 2021 / sponsored by: INSTICC - Institute for Systems and Technologies of Information, Control and Communication ; edited by Francisco Domínguez Mayo, Massimo Marchiori and Joaquim Filipe. - Volume 1, 332-333 (2021)
[DOI: 10.5220/0010675000003058]

[Contribution to a book, Contribution to a conference proceedings]
Schwinger, Felix Clemens; Frohnhofen, Clemens; Wernz, Jonas; Braun, Stefan; Jarke, Matthias
Combining Profile Similarity and Kalman Filter for Real-World Applicable Short-Term Bus Travel Time Prediction
2021 IEEE International Intelligent Transportation Systems Conference (ITSC) : 19-22 Sept. 2021 / publisher: IEEE, 3738-3745 (2021)
[DOI: 10.1109/ITSC48978.2021.9564421]

[Contribution to a book, Contribution to a conference proceedings]
Khan, Shahid; Katoen, Joost-Pieter; Volk, Matthias; Bouissou, Marc
Scalable Reliability Analysis by Lazy Verification
NASA formal methods : 13th international symposium, NFM 2021, virtual event, May 24-28, 2021 : proceedings / Aaron Dutle, Mariano M. Moscato, Laura Titolo, César A. Muñoz, Ivan Perez (eds.), 180-197 (2021)
[DOI: 10.1007/978-3-030-76384-8_12]

[Contribution to a book, Contribution to a conference proceedings]
Khan, Shahid; Katoen, Joost-Pieter; Volk, Matthias; Zafar, Ahmad; Sher, Falak
Modelling and Analysis of Fire Sprinklers by Verifying Dynamic Fault Trees
2021 10th Latin-American Symposium on Dependable Computing (LADC) : proceedings : virtual conference, 22-26 November 2021 / publisher: IEEE ; general chair: Antônio Augusto Fröhlich (UFSC), publication chair: Augusto José Venâncio Neto (UFRN) (2021)
[DOI: 10.1109/LADC53747.2021.9672579]

[Contribution to a book, Contribution to a conference proceedings]
Khan, Shahid; Katoen, Joost-Pieter
Synergising Reliability Modelling Languages : BDMPs and Repairable DFTs
2021 IEEE 26th Pacific Rim International Symposium on Dependable Computing : PRDC 2021 : proceedings : 1-4 December 2021, Perth, Australia / publisher: IEEE, 113-122 (2021)
[DOI: 10.1109/PRDC53464.2021.00023]

[Contribution to a book, Contribution to a conference proceedings]
Slupczynski, Michal Piotr; Klamma, Ralf
MILKI-PSY Cloud : Facilitating multimodal learning analytics by explainable AI and blockchain
MILeS 2021: Workshop on Multimodal Immersive Learning Systems : proceedings of the 1st International Workshop on Multimodal Immersive Learning Systems : at the Sixteenth European Conference on Technology Enhanced Learning: Technology-Enhanced Learning for a Free, Safe, and Sustainable World : online (Bozen-Bolzano, Italy) : September 20-24, 2021 / Roland Klemke, Khaleel Asyraaf Mat Sanusi, Daniel Majonica, Anja Richert, Valérie Varney, Tobias Keller, Jan Schneider, Daniele Di Mitri, George-Petru Ciordas-Hertel, Gianluca Romano, Fernando P. Cardenas-Hernandez, Miloš Kravčík, Benjamin Paaßen, Ralf Klamma, Michal Slupczynski, Stefanie Klatt, Mai Geisen, Tobias Baumgartner, Nina Riedl, 22-28 (2021)
[DOI: 10.18154/RWTH-2022-01582]

[Report]
Slupczynski, Michal Piotr; Klamma, Ralf
Vorschlag einer Infrastruktur zur verteilten Datenanalyse von multimodalen psychomotorischen Lerneraktivitäten
(2021)
[DOI: 10.13140/RG.2.2.23664.58886/1]

[Contribution to a book, Contribution to a conference proceedings]
Rosendahl, Jan; Herold, Christian; Petrick, Frithjof Martin; Ney, Hermann
Recurrent Attention for the Transformer
EMNLP Workshop on Insights from Negative Results in NLP, 62-66 (2021)

[Contribution to a book, Contribution to a conference proceedings]
Gao, Yingbo; Thulke, David; Gerstenberger, Alexander; Tran, Khoa Viet; Schlüter, Ralf; Ney, Hermann
On Sampling-Based Training Criteria for Neural Language Modeling
22nd Annual Conference of the International Speech Communication Association (INTERSPEECH 2021) : Brno, Czech Republic, 30 August-3 September 2021 / International Speech Communication Association ; Volume 2 of 6, 1877-1881 (2021)

[Contribution to a book, Contribution to a conference proceedings]
Zeineldeen, Mohammad; Glushko, Aleksandr; Michel, Wilfried; Zeyer, Albert; Schlüter, Ralf; Ney, Hermann
Investigating Methods to Improve Language Model Integration for Attention-based Encoder-Decoder ASR Models
22nd Annual Conference of the International Speech Communication Association (INTERSPEECH 2021) : Brno, Czech Republic, 30 August-3 September 2021 / International Speech Communication Association ; Volume 4 of 6, 2856-2860 (2021)

[Contribution to a book, Contribution to a conference proceedings]
Qiao, Yu; Zhou, Wei; Kerz, Elma; Schlüter, Ralf
The Impact of ASR on the Automatic Analysis of Linguistic Complexity and Sophistication in Spontaneous L2 Speech
22nd Annual Conference of the International Speech Communication Association (INTERSPEECH 2021) : Brno, Czech Republic, 30 August-3 September 2021 / International Speech Communication Association ; Volume 6 of 6, 4453-4457 (2021)

[Contribution to a book, Contribution to a conference proceedings]
Zhou, Wei; Zeineldeen, Mohammad; Zheng, Zuoyun; Schlüter, Ralf; Ney, Hermann
Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition
22nd Annual Conference of the International Speech Communication Association (INTERSPEECH 2021) : Brno, Czech Republic, 30 August-3 September 2021 / International Speech Communication Association ; Volume 4 of 6, 2886-2890 (2021)

[Contribution to a book, Contribution to a conference proceedings]
Zhou, Wei; Zeyer, Albert; Merboldt, André; Schlüter, Ralf; Ney, Hermann
Equivalence of Segmental and Neural Transducer Modeling : A Proof of Concept
22nd Annual Conference of the International Speech Communication Association (INTERSPEECH 2021) : Brno, Czech Republic, 30 August-3 September 2021 / International Speech Communication Association ; Volume 4 of 6, 2891-2895 (2021)

[Contribution to a book, Contribution to a conference proceedings]
Burjons, Elisabet; Rossmanith, Peter
Lower Bounds for Conjunctive and Disjunctive Turing Kernels
16th International Symposium on Parameterized and Exact Computation (IPEC 2021) / Herausgeber: Petr A. Golovach, Meirav Zehavi, 12:1-12:17 (2021)
[DOI: 10.4230/LIPICS.IPEC.2021.12]

[Contribution to a book, Contribution to a conference proceedings]
Burjons, Elisabet; Gehnen, Matthias; Lotze, Henri; Mock, Daniel; Rossmanith, Peter
The Secretary Problem with Reservation Costs
Computing and Combinatorics : 27th International Conference, COCOON 2021, Tainan, Taiwan, October 24-26, 2021, proceedings / Chi-Yeh Chen, Wing-Kai Hon, Ling-Ju Hung, Chia-Wei Lee (eds.), 553-564 (2021)
[DOI: 10.1007/978-3-030-89543-3_46]

[Contribution to a book, Contribution to a conference proceedings]
Engelmann, Francis; Rematas, Konstantinos; Leibe, Bastian; Ferrari, Vittorio
From Points to Multi-Object 3D Reconstruction
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition : virtual, 19-25 June 2021 : proceedings / Michael Brown, 4586-4595 (2021)
[DOI: 10.1109/CVPR46437.2021.00456]

[Bachelor Thesis]
Gasser, Fabian; Fesefeldt, Ira Justus
Analysis of concurrent probabilistic programs with shared variables
(2021)

[Contribution to a book, Contribution to a conference proceedings]
Kunze, Ike Sebastian; Niemietz, Philipp; Tirpitz, Liam; Glebke, René; Trauth, Daniel; Bergs, Thomas; Wehrle, Klaus
Detecting Out-Of-Control Sensor Signals in Sheet Metal Forming using In-Network Computing
Proceedings of 2021 IEEE 30th International Symposium on Industrial Electronics (ISIE), 6 Seiten (2021)
[DOI: 10.1109/ISIE45552.2021.9576221]

[Contribution to a book, Contribution to a conference proceedings]
Moosbrugger, Marcel; Bartocci, Ezio; Katoen, Joost-Pieter; Kovács, Laura
Automated Termination Analysis of Polynomial Probabilistic Programs
Programming languages and systems : 30th European Symposium on Programming, ESOP 2021, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2021, Luxembourg City, Luxembourg, March 27-April 1, 2021: proceedings / Peter Müller (ed.), 491-518 (2021)
[DOI: 10.1007/978-3-030-72019-3_18]

[Contribution to a book, Contribution to a conference proceedings]
Moosbrugger, Marcel; Bartocci, Ezio; Katoen, Joost-Pieter; Kovács, Laura
The Probabilistic Termination Tool Amber
Formal Methods : 24th International Symposium, FM 2021, Virtual Event, November 20-26, 2021, proceedings / Marieke Huisman, Corina Păsăreanu, Naijun Zhan (eds.), 667-675 (2021)
[DOI: 10.1007/978-3-030-90870-6_36]

[Contribution to a book, Contribution to a conference proceedings]
Jatzkowski, Inga; Stolte, Torben; Graubohm, Robert; Maurer, Markus; Kampmann, Alexandru; Alrifaee, Bassam; Kowalewski, Stefan; Buchholz, Michael; Dietmayer, Klaus
Integration of a Vehicle Operating Mode Management into UNICARagil’s Automotive Service-oriented Software Architecture
30. Aachen Colloquium Sustainable Mobility : October 4th-6th, 2021 / scientific management: Univ.-Prof. Dr.-Ing. Lutz Eckstein, Univ.-Prof. Dr.-Ing. Stefan Pischinger ; organizational management: Michaela Wacker (M. Sc.), Jonas Müller (M. Sc.) ; organized by: Institute for Automotive Engineering (RWTH Aachen University), Institute for Combustion Engines (RWTH Aachen University), 595-614 (2021)
[DOI: 10.24355/DBBS.084-202110271613-0]

[Contribution to a book, Contribution to a conference proceedings]
Drichel, Arthur; Holmes, Benedikt; von Brandt, Justus; Meyer, Ulrike
The More, the Better? A Study on Collaborative Machine Learning for DGA Detection
Proceedings of the 3rd Workshop on Cyber-Security Arms Race / Chen, Liqun, 1-12 (2021)
[DOI: 10.1145/3474374.3486915]

[Contribution to a book, Contribution to a conference proceedings]
Drichel, Arthur; Gurabi, Mehdi Akbari; Amelung, Tim; Meyer, Ulrike
Towards Privacy-Preserving Classification-as-a-Service for DGA Detection
2021 18th International Conference on Privacy, Security and Trust (PST) / Mahsa Mohaghegh and Hossein Sarrafzadeh (PST2021 general chairs), 1-10 (2021)
[DOI: 10.1109/PST52912.2021.9647755]

[Preprint]
Rattan, Gaurav; Seppelt, Tim Frederik
Weisfeiler-Leman, Graph Spectra, and Random Walks
(2021)
[DOI: 10.18154/RWTH-2022-01183]

[Preprint]
Grohe, Martin; Rattan, Gaurav; Seppelt, Tim Frederik
Homomorphism Tensors and Linear Equations
(2021)

[Contribution to a book, Contribution to a conference proceedings]
Jäckel, Nicolas; Granrath, Christian; Wachtmeister, Louis; Karaduman, Abdulsamed; Rumpe, Bernhard; Andert, Jakob Lukas
Feature-Driven Specification of VTOL Air-Taxis with the Use of the Model-Based System Engineering (MBSE) Methodology CUBE
77th Annual Vertical Flight Society Forum and Technology Display (FORUM 77): the Future of Vertical Flight : online, 10-14 May 2021 / Vertical Flight Society, 2776-2784 (2021)
[DOI: 10.4050/F-0077-2021-16881]

[Contribution to a book, Contribution to a conference proceedings]
Ibing, Moritz; Lim, Isaak; Kobbelt, Leif
3D Shape Generation with Grid-based Implicit Functions
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition : virtual, 19-25 June 2021 : proceedings / Michael Brown, 13554-13563 (2021)
[DOI: 10.1109/CVPR46437.2021.01335]

[Journal Article]
Grohe, Martin; Kaminski, Benjamin Lucien; Katoen, Joost-Pieter; Lindner, Peter
Probabilistic Data with Continuous Distributions
ACM SIGMOD record, 50, 1, 69-76 (2021)
[DOI: 10.1145/3471485.3471502]

[Contribution to a conference proceedings, Journal Article]
Brecher, Christian; Dalibor, Manuela; Rumpe, Bernhard; Schilling, Katrin Laura; Wortmann, Andreas
An Ecosystem for Digital Shadows in Manufacturing
Procedia CIRP, 104, 833-838 (2021)

[Contribution to a book]
Talcott, Carolyn; Ananieva, Sofia; Bae, Kyungmin; Combemale, Benoit; Heinrich, Robert; Hills, Mark; Khakpour, Narges; Reussner, Ralf; Rumpe, Bernhard; Scandurra, Patrizia; Vangheluwe, Hans
Composition of Languages, Models, and Analyses
Composing model-based analysis tools / Robert Heinrich, Francisco Durán, Carolyn Talcott, Steffen Zschaler editors, 45-70 (2021)
[DOI: 10.1007/978-3-030-81915-6]

[Contribution to a conference proceedings, Journal Article]
Brecher, Christian; Dalibor, Manuela; Rumpe, Bernhard; Schilling, Katrin Laura; Wortmann, Andreas
An Ecosystem for Digital Shadows in Manufacturing
Procedia CIRP, 104, 833-838 (2021)
[DOI: 10.1016/j.procir.2021.11.140]

[Contribution to a book, Contribution to a conference proceedings]
Appenzeller, Arno; Bartholomaus, Sebastian; Breitschwerdt, Rudiger; Claussen, Carsten; Geisler, Sandra; Hartz, Tobias; Kachel, Philipp; Krempel, Erik; Robert, Sebastian; Zeissig, Sylke Ruth
Towards Distributed Healthcare Systems - Virtual Data Pooling Between Cancer Registries as Backbone of Care and Research
2021 IEEE/ACS 18th International Conference on Computer Systems and Applications (AICCSA) : proceedings : Tangier, Morocco, 30 November-3 December 2021 / IEEE (2021)
[DOI: 10.1109/AICCSA53542.2021.9686918]

[Contribution to a book, Contribution to a conference proceedings]
Brillowski, Florian Sascha; Gleim, Lars Christoph; Liebenberg, Martin Roland; Schemmer, Thomas; Tirpitz, Liam; Decker, Stefan Josef; Lakemeyer, Gerhard; Ziefle, Martina; Greb, Christoph; Gries, Thomas
Towards a continuously improving composite manufacturing by employing the internet of production
CAMX - The Composites and Advanced Materials Expo, October 19-21, 2021, Dallas, TX, TP21-0000000312 (2021)

[Contribution to a book, Contribution to a conference proceedings]
Thaerigen, Isabel; Protze, Joachim; Orland, Fabian; Hermanns, Marc-André
Differential Performance Analysis Workflow for Algorithmic Changes
Proceedings of ProTools 2021: Workshop on Programming and Performance Visualization Tools : held in conjunction with SC 21: the International Conference for High Performance Computing, Networking, Storage and Analysis : St. Louis, Missouri, USA, November 14-19, 2021 / IEEE Computer Society, TCHPC; ACM, SIGHPC, 7-16 (2021, 2022)
[DOI: 10.1109/ProTools54808.2021.00007]

[Contribution to a book, Contribution to a conference proceedings]
Protze, Joachim; Tharigen, Isabel; Wahle, Jonas
Understanding the Performance of Dynamic Data Race Detection
Proceedings of Correctness 2021: Fifth International Workshop on Software Correctness for HPC Applications : held in conjunction with SC21: the International Conference for High Performance Computing, Networking, Storage and Analysis, St. Louis, Missouri, USA, November 14-19, 2021 / IEEE Computer Society, TCHPC, ACM, SIGHPC, 33-40 (2021, 2022)
[DOI: 10.1109/Correctness54621.2021.00010]

[Contribution to a book]
Guest, Will; Wild, Fridolin; Jafari, Abbas; Fominykh, Mikhail; Klamma, Ralf; Hensen, Benedikt; Hillman, Rob; Murphy, John; Shubin, Alex
Learning in the Real World using Augmented Reality and Wearable Technology
Envisioning Report for Empowering Universities / European Association of Distance Teaching Universities (EADTU) | George Ubachs, 35-37 (2021)
[DOI: 10.18154/RWTH-2022-00885]

[Abstract, Contribution to a conference proceedings, Journal Article]
Lamberti, Michael; Kopp, Rüdiger; Lübke, Cavan; Leonhardt, Steffen; Walter, Marian; Stollenwerk, André
Safety and Automation Concepts for Artificial Impantable Lungs - SmartLungControl
Biomedical engineering, 66, s1, 204 (2021)
[DOI: 10.1515/bmt-2021-6028]