[Konferenzbeitrag]
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
16. IEEE International Conference on Semantic Computing online 2022-01-26 - 2022-01-28 (2023)
[DOI: 10.18154/RWTH-2022-02391]

[Fachzeitschriftenartikel]
Banham, Adam; Leemans, Sander Jacobus Johannes; Wynn, Moe T.; Andrews, Robert; Laupland, Kevin B.; Shinners, Lucy
xPM : Enhancing exogenous data visibility
Artificial intelligence in medicine : AIM, 133, 102409 (2022)
[DOI: 10.1016/j.artmed.2022.102409]

[Patent]
Kuck, Detlef; Grein, Marcel; Eikelenberg, Nicole Leonarda Wilhelmina; Pijls, Walter; Kirchhof, Jörg Christian
Verfahren und System zum Überwachen eines Objektbestandes in einem Laderaum für mit Beacon-Sendeeinrichtungen verbundene Objekte, Fahrzeug, Computerprogrammprodukt und computerlesbarer Datenträger
(2022)

[Fachzeitschriftenartikel]
Baumann, Dominik Oliver; Solowjow, Friedrich; Johansson, Karl H.; Trimpe, Johann Sebastian
Identifying Causal Structure in Dynamical Systems
Transactions on machine learning research, 2022, 7, 1-25 (2022)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Lenze, Wiebke; Kogel, Bastian; Schotten, Simon; Büker, Thorsten; Noll, Thomas; Berger, Philipp; Fietze, Mario
Identification of Bottlenecks in Rail Infrastructure
Proceedings of the Fifth International Conference on Railway Technology: Research, Development and Maintenance Edited by J. Pombo Civil-Comp Conferences. - Volume 1, 23.12 (2022)
[DOI: 10.4203/ccc.1.23.12]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Purucker, Lennart; Stamm, Felix Ihno; Lemmerich, Florian; Beel, Joeran
Estimating the Pruned Search Space Size of Subgroup Discovery
2022 IEEE International Conference on Data Mining (ICDM) (2022)
[DOI: 10.1109/ICDM54844.2022.00147]

[Beitrag zu einem Tagungsband]
Brockhoff, Tobias; Uysal, Merih Seran; van der Aalst, Wil M. P.
Modeling Digital Shadows in Manufacturing by Using Process Mining
Modellierung 2022 Satellite Events / J. Michael, J. Pfeiffer, A. Wortmann (Hrsg.) (2022)
[DOI: 10.18420/modellierung2022ws-015]

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

[Doktorarbeit]
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)

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
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)
[DOI: 10.1109/Correctness56720.2022.00012]

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

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

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

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

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

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

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

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

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

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

[Beitrag zu einem Tagungsband]
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)

[Beitrag zu einem Tagungsband]
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)

[Buchbeitrag, Beitrag zu einem Tagungsband]
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)

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
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)

[Fachzeitschriftenartikel]
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)

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

[Beitrag zu einem Tagungsband]
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)

[Beitrag zu einem Tagungsband]
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)

[Beitrag zu einem Tagungsband]
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)

[Beitrag zu einem Tagungsband]
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)

[Beitrag zu einem Tagungsband]
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)

[Beitrag zu einem Tagungsband]
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)

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
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]

[Fachzeitschriftenartikel]
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)

[Beitrag zu einem Tagungsband]
Zhao, Lingxiao; Härtel, Louis; Shah, Neil; Akoglu, Leman
A Practical, Progressively-Expressive GNN
[Advances in Neural Information Processing Systems 35] (2022)