[Konferenzbeitrag]
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]

[Buch, Tagungsband]
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]

[Buchbeitrag]
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]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Beitrag zu einem Tagungsband]
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)

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Beitrag zu einem Tagungsband]
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)

[Beitrag zu einem Tagungsband]
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]

[Beitrag zu einem Tagungsband]
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]

[Beitrag zu einem Tagungsband]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Beitrag zu einem Tagungsband]
Heinemann, Birte; Eilerts, Katja; Huhmann, Tobias; Schulte, Carsten
"Pentomino 3D" Werkstattbericht: SuS programmieren für SuS - ein Projektkurs
Proceedings of DELFI Workshops 2022 (2022)

[Beitrag zu einem Tagungsband]
Heinemann, Birte; Görzen, Sergej; Röpke, René; Ehlenz, Matthias Siegfried; Schroeder, Ulrik
Offene Entwicklung nachhaltiger Bildungstechnologien
Proceedings of DELFI Workshops 2022 (2022)

[Beitrag zu einem Tagungsband]
Görzen, Sergej; Heinemann, Birte; Heim; Schroeder, Ulrik
Open Educational Resources and Virtual Reality: An inventory
Proceedings of DELFI Workshops 2022 (2022)

[Buchbeitrag, Fachzeitschriftenartikel]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Buch, Tagungsband]
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]

[Masterarbeit]
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)
[DOI: 10.18154/RWTH-2023-03583]

[Fachzeitschriftenartikel]
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]

[Fachzeitschriftenartikel]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]