[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)
[DOI: 10.1016/j.jss.2021.111087]

[Contribution to a book, Contribution to a conference proceedings]
de Rosa, Francesca (Editor); Marfisi Schottman, Iza (Editor); Baalsrud Hauge, Jannicke (Editor); Bellotti, Francesco (Editor); Dondio, Pierpaolo (Editor); Romero, Margarida (Editor); Schöbel, Sven; Röpke, René; Schroeder, Ulrik
Phishing Academy: Evaluation of a Digital Educational Game on URLs and Phishing
Games and Learning Alliance / de Rosa, Francesca (Editor) [https://orcid.org/0000-0002-7168-0125] ; Cham : Springer International Publishing, 2021, Chapter 5 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-030-92181-1=978-3-030-92182-8 ; doi:10.1007/978-3-030-92182-8, 44 - 53 (2021)
[DOI: 10.1007/978-3-030-92182-8_5]

[Contribution to a book, Contribution to a conference proceedings]
de Rosa, Francesca (Editor); Marfisi Schottman, Iza (Editor); Baalsrud Hauge, Jannicke (Editor); Bellotti, Francesco (Editor); Dondio, Pierpaolo (Editor); Romero, Margarida (Editor); Roepke, Rene; Drury, Vincent Jakob; Meyer, Ulrike; Schroeder, Ulrik
Exploring Different Game Mechanics for Anti-phishing Learning Games
Games and Learning Alliance / de Rosa, Francesca (Editor) [https://orcid.org/0000-0002-7168-0125] ; Cham : Springer International Publishing, 2021, Chapter 4 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-030-92181-1=978-3-030-92182-8 ; doi:10.1007/978-3-030-92182-8, 34 - 43 (2021)
[DOI: 10.1007/978-3-030-92182-8_4]

[Conference Presentation]
Mahnaz Sadat Qafari, Wil van der Aalst
Causal Inference in ProM
International Conference on Process Mining Eindhoven 2021-10-30 - 2021-11-04 (2021)

[Contribution to a book, Contribution to a conference proceedings]
Mendelev, Valentin; Raissi, Tina; Camporese, Guglielmo; Giollo, Manuel
Improved Robustness to Disfluencies in Rnn-Transducer Based Speech Recognition
2021 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : June 6-11, 2021, virtual conference, Toronto, Ontario, Canada / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 6878-6882 (2021)
[DOI: 10.1109/ICASSP39728.2021.9413618]

[Contribution to a book, Contribution to a conference proceedings]
Ghahfarokhi, Anahita Farhang; Park, Gyunam; Berti, Alessandro; van der Aalst, Wil M. P.
OCEL: A Standard for Object-Centric Event Logs
New Trends in Database and Information Systems : ADBIS 2021 Short Papers, Doctoral Consortium and Workshops: DOING, SIMPDA, MADEISD, MegaData, CAoNS Tartu, Estonia, August 24–26, 2021, proceedings / Ladjel Bellatreche, Marlon Dumas, Panagiotis Karras, Raimundas Matulevičius, Ahmed Awad, Matthias Weidlich, Mirjana Ivanović, Olaf Hartig (eds.), 169-175 (2021)
[DOI: 10.1007/978-3-030-85082-1_16]

[Conference Presentation, Multimedia]
Bönsch, Andrea; Güths, Katharina; Ehret, Jonathan; Kuhlen, Torsten
Indirect User Guidance by Pedestrians in Virtual Environments : presented at ICAT-EGVE 2021
International Conference on Artificial Reality and Telexistence and Eurographics Symposium on Virtual Environments online 2021-09-08 - 2021-09-10 (2021)

[Poster]
Bönsch, Andrea; Güths, Katharina; Ehret, Jonathan; Kuhlen, Torsten
Indirect User Guidance by Pedestrians in Virtual Environments
International Conference on Artificial Reality and Telexistence and Eurographics Symposium on Virtual Environments online 2021-09-08 - 2021-09-10 (2021)

[Contribution to a book, Contribution to a conference proceedings]
Schuster, Daniel; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Cortado - An Interactive Tool for Data-Driven Process Discovery and Modeling
Application and Theory of Petri Nets and Concurrency : 42nd International Conference, PETRI NETS 2021, Virtual event, June 2-25, 2021 : Proceedings / Didier Buch, Josep Carmona (Eds.), 465-475 (2021)
[DOI: 10.1007/978-3-030-76983-3_23]

[Contribution to a book, Contribution to a conference proceedings]
Uysal, Merih Seran; Hüser, Dominik; van der Aalst, Wil M. P.
Optimization-Based Business Process Model Matching
24th International Conference on Business Information Systems : 14-17 June 2021, Hannover, Germany : conference proceedings / editors: Witold Abramowicz, Sören Auer, Elżbieta Lewańska, 61–72 (2021)
[DOI: 10.52825/bis.v1i.60]

[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
[Second International Workshop on Event Data and Behavioral Analytics] (2021)

[Contribution to a conference proceedings]
Fani Sani, Mohammadreza; vazifedoostirani, Mozhgan; Park, Gyunam; Pegoraro, Marco; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Event Log Sampling for Predictive Monitoring
[Machine Learning for Process Mining workshop] (2021)

[Book, Proceedings]
van der Aalst, Wil M. P. (Editor); Dijkman, Remco (Editor); Kumar, Akhil (Editor); Leotta, Francesco (Editor); Maggi, Frabizio Maria (Editor); Mendling, Jan (Editor); Pentland, Brian (Editor); Senderovich, Arik (Editor); Sepúlveda, Marcos (Editor); Serral Asensio, Estefanía (Editor); Weske, Mathias (Editor)
Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2021 ; co-located with 19th International Conference on Business Process Management (BPM 2021) ; Rome, Italy, September 6th to 10th, 2021
CEUR workshop proceedings 2973 (2021)

[Contribution to a book, Contribution to a conference proceedings]
Pegoraro, Marco; Uysal, Merih Seran; van der Aalst, Wil M. P.
An XES Extension for Uncertain Event Data
Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2021 ; co-located with 19th International Conference on Business Process Management (BPM 2021) ; Rome, Italy, September 6th to 10th, 2021 / edited by Wil M. P. van der Aalst ; Remco Dijkman ; Akhil Kumar ; Francesco Leotta ; Fabrizio Maria Maggi ; Jan Mendling ; Brian Pentland ; Arik Senderovich ; Marcos Sepúlveda ; Estefanía Serral Asensio ; Mathias Weske (2021)

[Contribution to a conference proceedings]
Heithoff, Malte; Kusmenko, Evgeny; Rumpe, Bernhard
Synchronous Execution Semantics for Component & Connector Models
Companion Proceedings of MODELS 2021. Workshop MoDeVVa (2021)

[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
[3rd International Conference on Process Mining, 2nd TPSA Workshop] (2021)

[Contribution to a book, Contribution to a conference proceedings]
Rafiei, Majid; van der Aalst, Wil M. P.
Privacy-Preserving Continuous Event Data Publishing
Business Process Management Forum : BPM Forum 2021, Rome, Italy, September 06–10, 2021, Proceedings / edited by Artem Polyvyanyy, Moe Thandar Wynn, Amy Van Looy, Manfred Reichert, 178-194 (2021)
[DOI: 10.1007/978-3-030-85440-9_11]

[Contribution to a book, Contribution to a conference proceedings]
Rafiei, Majid; Schnitzler, Alexander; van der Aalst, Wil M. P.
PC4PM : A Tool for Privacy/Confidentiality Preservation in Process Mining
Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2021 ; co-located with 19th International Conference on Business Process Management (BPM 2021) ; Rome, Italy, September 6th to 10th, 2021 / edited by Wil M. P. van der Aalst ; Remco Dijkman ; Akhil Kumar ; Francesco Leotta ; Fabrizio Maria Maggi ; Jan Mendling ; Brian Pentland ; Arik Senderovich ; Marcos Sepúlveda ; Estefanía Serral Asensio ; Mathias Weske, 106-110 (2021)
[DOI: 10.18154/RWTH-2021-10833]

[Contribution to a book, Contribution to a conference proceedings]
van Zelst, Sebastiaan Johannes; Santos, Luis F. R.; van der Aalst, Wil M. P.
Data-Driven Process Performance Measurement and Prediction : A Process-Tree-Based Approach
Intelligent Information Systems: CAiSE Forum 2021, Melbourne, VIC, Australia, June 28 – July 2, 2021, Proceedings / edited by Selmin Nurcan, Axel Korthaus, 73-81 (2021)
[DOI: 10.1007/978-3-030-79108-7_9]

[Contribution to a book, Contribution to a conference proceedings]
Park, Gyunam; van der Aalst, Wil M. P.
Realizing A Digital Twin of An Organization Using Action-oriented Process Mining
2021 3rd International Conference on Process Mining (ICPM), 104-111 (2021)
[DOI: 10.1109/ICPM53251.2021.9576846]

[Contribution to a book, Contribution to a conference proceedings]
Adams, Jan Niklas; van der Aalst, Wil M. P.
Precision and Fitness in Object-Centric Process Mining
2021 3rd International Conference on Process Mining (ICPM), 128-135 (2021)
[DOI: 10.1109/ICPM53251.2021.9576886]

[Contribution to a book, Contribution to a conference proceedings]
Adams, Jan Niklas; van Zelst, Sebastiaan Johannes; Quack, Lara; Hausmann, Kathrin; van der Aalst, Wil M. P.; Rose, Thomas
A Framework for Explainable Concept Drift Detection in Process Mining
Business process management : 19th International Conference, BPM 2021, Rome, Italy, September 06-10, 2021 : proceedings / Artem Polyvyanyy [and three others] (eds.), 400-416 (2021)
[DOI: 10.1007/978-3-030-85469-0_25]

[Contribution to a book, Contribution to a conference proceedings]
Pourbafrani, Mahsa; van der Aalst, Wil M. P.; Jiao, Shuai
SIMPT : Process Improvement Using Interactive Simulation of Time-Aware Process Trees
Research Challenges in Information Science : 15th International Conference, RCIS 2021, Limassol, Cyprus, May 11–14, 2021, Proceedings / edited by Samira Cherfi, Anna Perini, Selmin Nurcan, 588-594 (2021)
[DOI: 10.1007/978-3-030-75018-3_40]

[Contribution to a book, Contribution to a conference proceedings]
Pourbafrani, Mahsa; van der Aalst, Wil M. P.
Extracting Process Features from Event Logs to Learn Coarse-Grained Simulation Models
Advanced Information Systems Engineering : 33rd International Conference, CAiSE 2021, Melbourne, VIC, Australia, June 28 – July 2, 2021, Proceedings / edited by Marcello La Rosa, Shazia Sadiq, Ernest Teniente, 125-140 (2021)
[DOI: 10.1007/978-3-030-79382-1_8]

[Contribution to a book, Contribution to a conference proceedings]
Fischer, Dennis; Hartmann, Tim A.; Lendl, Stefan; Woeginger, Gerhard
An Investigation of the Recoverable Robust Assignment Problem
16th International Symposium on Parameterized and Exact Computation (IPEC 2021) / Herausgeber: Petr A. Golovach, Meirav Zehavi, 19:1-19:14 (2021)
[DOI: 10.4230/LIPIcs.IPEC.2021.19]

[Journal Article]
Gray, Jeff; Rumpe, Bernhard
Reference models : how can we leverage them?
Software and systems modeling (2021)
[DOI: 10.1007/s10270-021-00948-0]

[Dataset]
Dahlmanns, Markus; Lohmöller, Johannes; Pennekamp, Jan; Bodenhausen, Jörn; Wehrle, Klaus; Henze, Martin
Dataset to "Missed Opportunities: Measuring the Untapped TLS Support in the Industrial Internet of Things"
(2021)
[DOI: 10.18154/RWTH-2021-10668]

[Master Thesis]
Schmeing, Elena; Ehlenz, Matthias Siegfried; Röpke, René
Akzeptanzkriterien für den Einsatz von Learning Analytics an deutschen Schulen
(2021)
[DOI: 10.18154/RWTH-2021-10649]

[Contribution to a book, Contribution to a conference proceedings]
Kirchhof, Jörg Christian; Malcher, Lukas; Rumpe, Bernhard
Understanding and Improving Model-Driven IoT Systems through Accompanying Digital Twins
[Proceedings of the 20th ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences (GPCE ’21), ACM SIGPLAN, Oktober 2021 / E. Tilevich, C. De Roover, editors], 197-209 (2021)
[DOI: 10.1145/3486609.3487210]

[Contribution to a book, Contribution to a conference proceedings]
Schuster, Daniel; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Freezing Sub-models During Incremental Process Discovery
Conceptual Modeling : 40th International Conference, ER 2021, Virtual Event, October 18–21, 2021, Proceedings / edited by Aditya Ghose, Jennifer Horkoff, Vítor E. Silva Souza, Jeffrey Parsons, Joerg Evermann, 14-24 (2021)
[DOI: 10.1007/978-3-030-89022-3_2]

[Journal Article]
Neuhäuser, Leonie Lisa; Stamm, Felix I.; Lemmerich, Florian; Schaub, Michael Thomas; Strohmaier, Markus Bernhard
Simulating systematic bias in attributed social networks and its effect on rankings of minority nodes
Applied network science, 6, 1, 86 (2021)
[DOI: 10.1007/s41109-021-00425-z]

[Contribution to a book, Contribution to a conference proceedings]
Atouani, Abdallah; Kirchhof, Jörg Christian; Kusmenko, Evgeny; Rumpe, Bernhard
Artifact and Reference Models for Generative Machine Learning Frameworks and Build Systems
Proceedings of the 20th ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences (GPCE ’21) / edited by Eli Tilevich and Coen de Roover, 55-68 (2021)
[DOI: 10.1145/3486609.3487199]

[Contribution to a book, Contribution to a conference proceedings]
Becker, Fabian; Bibow, Pascal; Dalibor, Manuela; Gannouni, Aymen; Hahn, Viviane; Hopmann, Christian; Jarke, Matthias; Koren, István; Kröger, Moritz; Lipp, Johannes; Maibaum, Judith; Michael, Judith; Rumpe, Bernhard; Sapel, Patrick; Schäfer, Niklas; Schmitz, Georg; Schuh, Günther; Wortmann, Andreas
A Conceptual Model for Digital Shadows in Industry and Its Application
Conceptual Modeling : 40th International Conference, ER 2021, Virtual Event, October 18–21, 2021, Proceedings / Aditya Ghose, Jennifer Horkoff, Vítor E. Silva Souza, Jeffrey Parsons, Joerg Evermann, 271-281 (2021)
[DOI: 10.1007/978-3-030-89022-3_22]

[Journal Article]
Drave, Imke Helene; Gerasimov, Arkadii; Michael, Judith; Netz, Lukas Stephan Michael; Rumpe, Bernhard; Varga, Simon
A Methodology for Retrofitting Generative Aspects in Existing Applications
Journal of object technology : JOT, 20, 2, 1-24 (2021)
[DOI: 10.5381/jot.2021.20.2.a7]

[Journal Article]
Staudigl, Felix; Merchant, Farhad; Leupers, Rainer
A Survey of Neuromorphic Computing-in-Memory : Architectures, Simulators and Security
IEEE design & test, 8 Seiten (2021)
[DOI: 10.1109/MDAT.2021.3102013]

[Dataset]
Noichl, Svenja
Datensatz zu InfoBiTS: Informatische Bildung für Technikferne Seniorinnen und Senioren
(2021)
[DOI: 10.18154/RWTH-2021-10449]

[Book, Report]
Nagl, Manfred
The Architecture is the Center of the Software Development Process
Aachener Informatik-Berichte AIB-2021-08 (2021)
[DOI: 10.18154/RWTH-2021-10397]

[Contribution to a book, Contribution to a conference proceedings]
Müller, Sascha; Jordon, Adeline; Gerndt, Andreas; Noll, Thomas
A Modular Approach to Non-deterministic Dynamic Fault Trees
Computer Safety, Reliability, and Security : 40th International Conference, SAFECOMP 2021, York, UK, September 8–10, 2021, Proceedings / edited by Ibrahim Habli, Mark Sujan, Friedemann Bitsch, 243-257 (2021)
[DOI: 10.1007/978-3-030-83903-1_16]

[Journal Article]
Büsing, Christina Maria Katharina; Rachuba, Sebastian; Thielen, Clemens
Special Issue on Healthcare Analytics
Operations research for health care, 30, 100309 (2021)
[DOI: 10.1016/j.orhc.2021.100309]

[Contribution to a book, Contribution to a conference proceedings]
Wang, Weiyue; Yang, Zijian; Gao, Yingbo; Ney, Hermann
Transformer-Based Direct Hidden Markov Model for Machine Translation
The 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing : ACL-IJCNLP 2021 ; Proceedings of the Student Research Workshop ; August 5-6, 2021 ; Bangkok, Thailand (online), 23-32 (2021)

[Contribution to a book, Contribution to a conference proceedings]
Kunze, Ike Sebastian; Gunz, Moritz; Saam, David; Wehrle, Klaus; Rüth, Jan Christoph
Tofino+P4 : A Strong Compound for AQM on High-Speed Networks?
IFIP/IEEE International Symposium on Integrated Network Management, 72-80 (2021)

[Book, Report]
Nagl, Manfred
Architectural Styles: Do they Need Different Notations?
Aachener Informatik-Berichte AIB-2021-09 (2021)
[DOI: 10.18154/RWTH-2021-10363]

[Journal Article]
Volk, Matthias; Bonakdarpour, Borzoo; Katoen, Joost-Pieter; Aflaki, Saba
Synthesizing optimal bias in randomized self-stabilization
Distributed computing, 21 Seiten (2021)
[DOI: 10.1007/s00446-021-00408-4]

[Contribution to a book, Contribution to a conference proceedings]
Khan, Muhammad Hannan; Hassan, Osman; Khan, Shahid
Accelerating SpMV Multiplication in Probabilistic Model Checkers Using GPUs
Theoretical Aspects of Computing – ICTAC 2021 : 18th International Colloquium, Virtual Event, Nur-Sultan, Kazakhstan, September 8–10, 2021, Proceedings / edited by Antonio Cerone, Peter Csaba Ölveczky, 86-104 (2021)
[DOI: 10.1007/978-3-030-85315-0_6]

[Contribution to a book, Contribution to a conference proceedings]
van der Aalst, Wil M. P.
Concurrency and Objects Matter! Disentangling the Fabric of Real Operational Processes to Create Digital Twins
Theoretical aspects of computing - ICTAC 2021 : 18th International Colloquium, virtual event, Nur-Sultan, Kazakhstan, September 8-10, 2021 : proceedings / Antonio Cerone, Peter Csaba Ölveczky (eds), 3-17 (2021)
[DOI: 10.1007/978-3-030-85315-0_1]

[Contribution to a book, Contribution to a conference proceedings]
Khan, Shahid; Volk, Matthias; Katoen, Joost-Pieter; Braibant, Alexis; Bouissou, Marc
Model Checking the Multi-Formalism Language FIGARO
International Conference on Dependable Systems and Networks (DSN), 463-470 (2021)
[DOI: 10.1109/DSN48987.2021.00056]

[Contribution to a conference proceedings, Journal Article]
Fonck, Simon; Fritsch, Sebastian Johannes; Kowalewski, Stefan; Hensen, Raimund; Stollenwerk, André
Algorithmic distinction of ARDS and Heart Failure in ICU data from medical embedded systems by using a computer model
IFAC-PapersOnLine, 54, 4, 135-140 (2021)
[DOI: 10.1016/j.ifacol.2021.10.023]

[Contribution to a conference proceedings, Journal Article]
Ehret, Jonathan; Bönsch, Andrea; Aspöck, Lukas; Röhr, Christine T.; Baumann, Stefan; Grice, Martine; Fels, Janina; Kuhlen, Torsten
Do Prosody and Embodiment Influence the Perceived Naturalness of Conversational Agents’ Speech?
ACM transactions on applied perception, 18, 4, 21 (2021)
[DOI: 10.1145/3486580]

[Contribution to a book, Contribution to a conference proceedings]
Budde, Carlos E.; Hartmanns, Arnd; Klauck, Michaela; Křetínský, Jan; Parker, David; Quatmann, Tim; Turrini, Andrea; Zhang, Zhen
On Correctness, Precision, and Performance in Quantitative Verification : QComp 2020 Competition Report
Leveraging Applications of Formal Methods, Verification and Validation : Tools and Trends : 9th International Symposium on Leveraging Applications of Formal Methods, ISoLA 2020, Rhodes, Greece, October 20–30, 2020, Proceedings, Part IV / edited by Tiziana Margaria, Bernhard Steffen, 216-241 (2021)
[DOI: 10.1007/978-3-030-83723-5_15]

[Contribution to a book, Contribution to a conference proceedings]
Yazdi, Mohammad Amin; Schimmel, David; Nellesen, Marcel; Politze, Marius; Müller, Matthias S.
DA4RDM: Data Analysis for Research Data Management Systems
Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management / Editors: Jorge Bernardino, Elio Masciari, Colette Rolland and Joaquim Filipe. - Volume 3, 177-183 (2021)
[DOI: 10.5220/0010678700003064]