[Preprint]
Meyer, Felix; Michel, Wilfried; Zeineldeen, Mohammad; Schlüter, Ralf; Ney, Hermann
Automatic Learning of Subword Dependent Model Scales
(2022)
[DOI: 10.48550/arXiv.2110.09324]

[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 Incheon 2022-09-18 - 2022-09-22 (2022)
[DOI: 10.48550/arXiv.2206.12955]

[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]
Bossek, Jakob Matheus; 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 Matheus; 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]

[Dissertation / PhD Thesis]
Volk, Matthias
Dynamic fault trees: semantics, analysis and applications
(2022)
[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 : Dec. 17-Dec. 20, 2022, Osaka, Japan / edited by: Shusaku Tsumoto, Yukio Ohsawa, Lei Chen, Dirk Van den Poel, Xiaohua Hu, Yoichi Motomura, Takuya Takagi, Lingfei Wu, Ying Xie, Akihiro Abe, Vijay Raghavan ; publisher: IEEE, 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]

[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 : 18-22 September 2022, Incheon, Korea, 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 : 18-22 September 2022, Incheon, Korea, 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, 245-262 (2022)
[DOI: 10.5771/9783957104106-245]

[Contribution to a book, Contribution to a conference proceedings]
Heinemann, Birte; Ehlenz, Matthias Siegfried; 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, 127-138 (2022)
[DOI: 10.5771/9783957104106-127]

[Contribution to a book, Contribution to a conference proceedings]
Ehlenz, Matthias Siegfried; 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, 139-152 (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, 45-52 (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)