[Fachzeitschriftenartikel]
Massiani, Pierre-Francois Jules; Heim, Steve; Solowjow, Friedrich; Trimpe, Johann Sebastian
Safe Value Functions
IEEE transactions on automatic control, 68, 5, 2743-2757 (2022)
[DOI: 10.1109/TAC.2022.3200948]

[Fachzeitschriftenartikel]
Ulbrich, Max; Van den Bosch, Vincent; Bönsch, Andrea; Gruber, Lennart Johannes; Ooms, Mark; Melchior, Claire; Motmaen, Ila; Wilpert, Caroline; Rashad, Ashkan; Kuhlen, Torsten; Hölzle, Frank; Puladi, Behrus
Advantages of a Training Course for Surgical Planning in Virtual Reality for Oral and Maxillofacial Surgery : Crossover Study
JMIR Serious Games, 11, e40541 (2023)
[DOI: 10.2196/40541]

[Dataset]
Heinemann, Birte; Görzen, Sergej; Schroeder, Ulrik
Dataset, Experimental Guide, Learning Analytics (Jupyter Notebook) to "Teaching the basics of computer graphics in virtual reality" in Journal "Computers and Graphics"
(2023)
[DOI: 10.18154/RWTH-2022-10631]

[Buchbeitrag, Fachzeitschriftenartikel]
Hofmann, Till; Schupp, Stefan
Controlling timed automata against MTL specifications with TACoS
Science of computer programming, 225, 102898 (2022)
[DOI: 10.1016/j.scico.2022.102898]

[Masterarbeit]
Eckhardt, Jonas; Schürhoff, Daniel
Using hardware performance footprints of HPC benchmarks for job embedding
(2023)
[DOI: 10.18154/RWTH-2022-10349]

[Fachzeitschriftenartikel]
Scheffe, Patrick; Henneken, Theodor Mario; Kloock, Maximilian Martin; Alrifaee, Bassam
Sequential Convex Programming Methods for Real-time Optimal Trajectory Planning in Autonomous Vehicle Racing
IEEE Transactions on Intelligent Vehicles : T-IV, 8, 1, 661-672 (2022)
[DOI: 10.1109/TIV.2022.3168130]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Müller, Kai Bruno; Posada Moreno, Andres Felipe; Pelzer, Lukas; Gries, Thomas
Objectifying Machine Setup and Parameter Selection in Expert Knowledge Dependent Industries Using Invertible Neural Networks
Flexible automation and intelligent manufacturing: the human-data-technology nexus : proceedings of FAIM 2022, June 19-23, 2022, Detroit, Michigan, USA / Kyoung-Yun Kim, Leslie Monplaisir, Jeremy Rickli editors. - Volume 1, 293-300 (2022)
[DOI: 10.1007/978-3-031-18326-3_29]

[Fachzeitschriftenartikel]
Sauren, Bjorn; Klarmann, Simon Cornelius; Kobbelt, Leif; Klinkel, Sven
A mixed polygonal finite element formulation for nearly-incompressible finite elasticity
Computer methods in applied mechanics and engineering, 403, Part A, 115656 (2022)
[DOI: 10.1016/j.cma.2022.115656]

[Buchbeitrag, Fachzeitschriftenartikel]
Chakrabarti, Arnab; Ahmad, Farhad; Jarke, Matthias; Quix, Christoph
Monitoring Large Scale Production Processes Using a Rule-Based Visualization Recommendation System
SN Computer Science, 4, 1, 32 (2022)
[DOI: 10.1007/s42979-022-01419-z]

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Berti, Alessandro; van der Aalst, Wil M. P.
OC-PM: analyzing object-centric event logs and process models
International journal on software tools for technology transfer : STTT, 25, 1, 1-17 (2022)
[DOI: 10.1007/s10009-022-00668-w]

[Fachzeitschriftenartikel]
Fiedler, Christian Martin; Fornasier, Massimo; Klock, Timo; Rauchensteiner, Michael
Stable recovery of entangled weights: Towards robust identification of deep neural networks from minimal samples
Applied and computational harmonic analysis, 62, 123-172 (2022)
[DOI: 10.1016/j.acha.2022.08.002]

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Lendl, Stefan; Woeginger, Gerhard; Wulf, Lasse
Non-Preemptive Tree Packing
Algorithmica : an international journal in computer science, 85, 3, 783-804 (2022)
[DOI: 10.1007/s00453-022-01026-7]

[Fachzeitschriftenartikel]
Jeske, Stefan Rhys; Simon, Marek Sebastian; Semenov, Oleksii; Kruska, Jan; Mokrov, Oleg; Sharma, Rahul; Reisgen, Uwe; Bender, Jan Stephen
Quantitative evaluation of SPH in TIG spot welding
Computational particle mechanics : CPM, 10, 1-18 (2022)
[DOI: 10.1007/s40571-022-00465-x]

[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
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
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 H.; 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
Interspeech (2022)

[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)

[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]
Rook, Jeroen; Trautmann, Heike; Bossek, Jakob; Grimme, Christian
On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems
Proceedings of the Genetic and Evolutionary Computation Conference Companion / Edited by Jonathan E. Fieldsend, 356-359 (2022)
[DOI: 10.1145/3520304.3528998]