[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 Hendrik
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 Hendrik
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 Hendrik; 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
(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]