[Journal Article]
Hassenzahl, Marc; Borchers, Jan Oliver; Boll, Susanne; Rosenthal-von der Pütten, Astrid Marieke; Wulf, Volker
Otherware: How to Best Interact with Autonomous Systems
Interactions, 28, 1, 54-57 (2020, 2021)
[DOI: 10.1145/3436942]

[Book]
Bockermann, Iris; Borchers, Jan Oliver; Brocker, Anke; Lahaye, Marcel; Moebus, Antje; Neudecker, Stefan; Stickel, Oliver; Stilz, Melanie; Wilkens, Daniel; Bohne, René; Pipek, Volkmar; Schelhowe, Heidi
Handbuch Fab Labs : Einrichtung, Finanzierung, Betrieb, Forschung & Lehre
(2021)

[Master Thesis]
Hajimiri, Yeganeh Sadat
I can say "Navigate me there": a comparison of different interface designs to improve the discoverability of multimodal interaction techniques
(2021)

[Bachelor Thesis]
Horlemann, Markus
PaperOrganizer: A visual bibliography to support structuring scientific literature
(2021)

[Master Thesis]
Schmitz, Adrian
HPC code generation for parallel pattern based algorithms on heterogeneous architectures
(2021)
[DOI: 10.18154/RWTH-2022-06701]

[Abstract, Contribution to a book, Contribution to a conference proceedings]
Grohe, Martin
A Deep Dive into the Weisfeiler-Leman Algorithm (Invited Talk)
LIPIcs, Vol. 202, 46th International Symposium on Mathematical Foundations of Computer Science (MFCS 2021) / Edited by Filippo Bonchi and Simon J. Puglisi, 1-1 (2021)
[DOI: 10.4230/LIPICS.MFCS.2021.2]

[Contribution to a book, Contribution to a conference proceedings]
Abboud, Ralph; Ceylan, İsmail İlkan; Grohe, Martin; Lukasiewicz, Thomas
The Surprising Power of Graph Neural Networks with Random Node Initialization
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21) / edited by Prof. Zhi-Hua Zhou ; sponsored by International Joint Conferences on Artifical Intelligence (IJCAI) (2021)
[DOI: 10.24963/ijcai.2021/291]

[Contribution to a book, Contribution to a conference proceedings]
Grohe, Martin; Neuen, Daniel
Recent advances on the graph isomorphism problem
Surveys in Combinatorics 2021 / edited by Konrad K. Dabrowski, Maximilien Gadouleau, Nicholas Georgiou, Matthew Johnson, George B. Mertzios, Daniël Paulusma (2021)
[DOI: 10.1017/9781009036214.006]

[Contribution to a book, Contribution to a conference proceedings]
Osterland, Thomas; Rose, Thomas
Stochastic Simulation for Assessing DLT Application Design Quantitatively
2021 International Conference on Artificial Intelligence and Blockchain Technology : AIBT 2021 : 4-6 December 2021, Beijing, China / conference chairs: Tan Ying (Peking University, China), Emanuel S. Grant (University of North Dakota, USA), 40-47 (2021)
[DOI: 10.1109/AIBT53261.2021.00014]

[Contribution to a conference proceedings]
Hensen, Benedikt; Meinberger, Sebastian; Klamma, Ralf
Object Associations Using Connection Curves in Collaborative Mixed Reality
GI VR / AR Workshop. Gesellschaft für Informatik e.V. / M. Weier, M. Bues und R. Wechner, 12 Seiten (2021)
[DOI: 10.18420/vrar2021_17]

[Contribution to a book, Contribution to a conference proceedings]
Rossenbach, Nick; Zeineldeen, Mohammad; Hilmes, Benedikt; Schlüter, Ralf; Ney, Hermann
Comparing the Benefit of Synthetic Training Data for Various Automatic Speech Recognition Architectures
2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) : proceedings : 13-17 December 2021, Cartagena, Colombia / sponsored by the Institute of Electrical and Electronics Engineers, Signal Processing Society, 788-795 (2021)
[DOI: 10.1109/ASRU51503.2021.9688255]

[Contribution to a book, Contribution to a conference proceedings]
Vieting, Peter; Luscher, Christoph; Michel, Wilfried; Schlüter, Ralf; Ney, Hermann
On Architectures and Training for Raw Waveform Feature Extraction in ASR
2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) : [Proceedings], 267-274 (2021)
[DOI: 10.1109/ASRU51503.2021.9688123]

[Preprint]
Pourbafrani, Mahsa; Vasudevan, Sandhya; Zafar, Faizan; Xingran, Yuan; Singh, Ravikumar; van der Aalst, Wil M. P.
A Python Extension to Simulate Petri nets in Process Mining
(2021)
[DOI: 10.18154/RWTH-2022-05668]

[Preprint]
Schuster, Daniel; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Freezing Sub-Models During Incremental Process Discovery : Extended Version
(2021)

[Preprint]
Qafari, Mahnaz Sadat; van der Aalst, Wil M. P.
Feature Recommendation for Structural Equation Model Discovery in Process Mining
(2021)
[DOI: 10.18154/RWTH-2022-05666]

[Preprint]
Fani Sani, Mohammadreza; Kabierski, Martin; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Model Independent Error Bound Estimation for Conformance Checking Approximation
(2021)
[DOI: 10.18154/RWTH-2022-05665]

[Contribution to a book, Contribution to a conference proceedings]
Li, Chiao-Yun; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
An Activity Instance Based Hierarchical Framework for Event Abstraction
2021 3rd International Conference on Process Mining : ICPM 2021 : Eindhoven, the Netherlands, 31 October-4 November 2021 : proceedings / ICPM ; editors: Claudio Di Ciccio, Chiara Di Francescomarino, Pnina Soffer, 160-167 (2021)
[DOI: 10.1109/ICPM53251.2021.9576868]

[Book, Proceedings]
van der Aalst, Wil M. P. (Editor); Batagelj, Vladimir (Editor); Buzmakov, Alexey (Editor); Ignatov, Dmitry I. (Editor); Kalenkova, Anna (Editor); Khachay, Michael (Editor); Koltsova, Olessia (Editor); Kutuzov, Andrey (Editor); Kuznetsov, Sergei O. (Editor); Lomazova, Irina A. (Editor); Loukachevitch, Natalia (Editor); Makarov, Ilya (Editor); Napoli, Amedeo (Editor); Panchenko, Alexander (Editor); Pardalos, Panos M. (Editor); Pelillo, Marcello (Editor); Savchenko, Andrey V. (Editor); Tutubalina, Elena (Editor)
Recent trends in analysis of images, social networks and texts : 9th international conference, AIST 2020, Skolkovo, Moscow, Russia, October 15-16, 2020 : revised supplementary proceedings
Communications in computer and information science 1357 (2021)
[DOI: 10.1007/978-3-030-71214-3]

[Contribution to a book]
Dees, Marcus; de Leoni, Massimiliano; van der Aalst, Wil M. P.; Reijers, Hajo A.
Accurate Predictions, Invalid Recommendations : Lessons Learned at the Dutch Social Security Institute UWV
Business Process Management Cases Vol. 2 : Digital Transformation - Strategy, Processes and Execution / Jan vom Brocke, Jan Mendling, Michael Rosemann, 165-178 (2021)
[DOI: 10.1007/978-3-662-63047-1_13]

[Contribution to a book, Contribution to a conference proceedings]
van der Aalst, Wil M. P.
Reduction Using Induced Subnets to Systematically Prove Properties for Free-Choice Nets
Application and theory of petri nets and concurrency : 42nd International Conference, PETRI NETS 2021, Virtual Event, June 23-25, 2021, proceedings / Didier Buchs, Josep Carmona (eds.), 208-229 (2021)
[DOI: 10.1007/978-3-030-76983-3_11]

[Conference Presentation, Multimedia]
Uysal, Merih Seran; Hüser, Dominik; van der Aalst, Wil M. P.
Optimization-Based Business Process Model Matching
24th International Conference on Business Information Systems Hannover 2021-06-14 - 2021-06-17 (2021)
[DOI: 10.5446/53691]

[Contribution to a conference proceedings]
Pourbafrani, Mahsa
Forward-Looking Process Mining
19th International Conference on Business Process Management Rome 2021-09-06 - 2021-09-10 (2021)

[Contribution to a conference proceedings]
Pourbafrani, Mahsa; van der Aalst, Wil M. P.
Interactive Process Improvement Using Simulation of Enriched Process Trees
2nd International Workshop on AI-enabled Process Automation (2021)

[Book, Proceedings]
Ouh, Eng Lieh (Editor); Wadhwa, Bimlesh (Editor); Chawla, Shailey (Editor); Lichter, Horst (Editor); Aydin, Selin (Editor); Sunetnanta, Thanwadee (Editor); Anwar, Toni (Editor)
SEED 2021 & QuASoQ 2021 : joint proceedings of 4th Software Engineering Education Workshop (SEED 2021) & 9th Workshop on Quantitative Approaches to Software Quality (QuASoQ 2021) : co‐located with APSEC 2021, Taipei, Taiwan (virtual), December 6th, 2021
CEUR workshop proceedings 3062 (2021)

[Contribution to a conference proceedings]
Shao, Han; Kugelstadt, Tassilo; Hädrich, Torsten; Palubicki, Wojtek; Bender, Jan Stephen; Pirk, Sören; Michels, Dominik L.
Accurately Solving Rod Dynamics with Graph Learning
International Conference on Learning Representations : ICLR 2021 ; Vienna, Austria May 04 2021 (2021)

[Contribution to a book, Contribution to a conference proceedings]
Pourbafrani, Mahsa; Balyan, Shubham; Ahmed, Mehmood; Chugh, Sonam; van der Aalst, Wil M. P.
GenCPN: automatic CPN model generation of processes
ICPM-D 2021 : ICPM 2021 Doctoral Consortium and Demo Track 2021 : Proceedings of the ICPM Doctoral Consortium and Demo Track 2021 co-located with 10th International Conference on Process Mining (ICPM 2021) : Eindhoven, The Netherlands, November, 2021 / edited by Mieke Jans, Gert Janssenswillen, Anna Kalenkova, Fabrizio Maria Maggi, 23-24 (2021)

[Contribution to a book]
Sheng, Weihua; Castrillon, Jeronimo; Leupers, Rainer
Software Compilation and Optimization Techniques for Heterogeneous Multi-core Platforms
Multi-processor system-on-chip : 2: Applications / Coordinated by Liliana Andrade, Frédéric Rousseau, 203-235 (2021)
[DOI: 10.1002/9781119818410.ch10]

[Contribution to a book, Contribution to a conference proceedings]
Adhikari, Saurabh; Plewnia, Christian Colin; Netramai, Chayakorn; Lichter, Horst
A Simulation for Forecasting Compute Resource Usage
2021 3rd Asia Pacific Information Technology Conference, 26-32 (2021)
[DOI: 10.1145/3449365.3449370]

[Contribution to a book, Contribution to a conference proceedings]
Bojanczyk, Mikolaj; Klin, Bartek; Moerman, Joshua
Orbit-Finite-Dimensional Vector Spaces and Weighted Register Automata
Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer Science (2021)
[DOI: 10.1109/LICS52264.2021.9470634]

[Contribution to a book, Contribution to a conference proceedings]
Karim, Md Rezaul; Dey, Sumon Kanti; Islam, Tanhim; Sarker, Sagor; Menon, Mehadi Hasan; Hossain, Kabir; Hossain, Md Azam; Decker, Stefan Josef
DeepHateExplainer: Explainable Hate Speech Detection in Under-resourced Bengali Language
2021 IEEE International Conference on Data Science and Advanced Analytics : DSAA 2020 : proceedings : 6-9 October 2021, Porto, Portugal (2021)
[DOI: 10.1109/DSAA53316.2021.9564230]

[Contribution to a book, Contribution to a conference proceedings]
Mitrevski, Alex; Ploger, Paul G.; Lakemeyer, Gerhard
Robot Action Diagnosis and Experience Correction by Falsifying Parameterised Execution Models
2021 IEEE International Conference on Robotics and Automation : May 30-June 5, 2021, Xi'an, China / co-sponsored by: IEEE Robotics and Automation Society, Southern University of Science and Technology, Harbin Institute of Technology, Xi’an Jiaotong University, University of Toronto, Natural Sciences and Engineering Research Council of Canada, the Chinese University of Hong Kong ; publisher: IEEE, 11025-11031 (2021)
[DOI: 10.1109/ICRA48506.2021.9561710]

[Master Thesis]
Abdolali, Faraji; Ali, Lubna Kamel Nazih
Developing a quality evaluation model to support identifying high quality images and videos from OER repositories
(2021)

[Contribution to a book, Contribution to a conference proceedings]
Kremer, Gereon; Ábrahám, Erika; England, Matthew; Davenport, James H.
On the Implementation of Cylindrical Algebraic Coverings for Satisfiability Modulo Theories Solving
2021 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing : SYNASC 2021 : virtual conference, 7-10 December 2021 / editors: Carsten Schneider, Mircea Marin, Viorel Negru, Daniela Zaharie, 37-39 (2021)
[DOI: 10.1109/SYNASC54541.2021.00018]

[Contribution to a book, Contribution to a conference proceedings]
Nekrasov, Alexey; Schult, Jonas; Litany, Or; Leibe, Bastian; Engelmann, Francis
Mix3D: Out-of-Context Data Augmentation for 3D Scenes
[2021 International Conference on 3D Vision (3DV) : Proceedings], 116-125 (2021)
[DOI: 10.1109/3DV53792.2021.00022]

[Contribution to a book, Contribution to a conference proceedings]
Jia, Dan; Steinweg, Mats; Hermans, Alexander; Leibe, Bastian
Self-Supervised Person Detection in 2D Range Data using a Calibrated Camera
2021 IEEE International Conference on Robotics and Automation : May 30-June 5, 2021, Xi'an, China / co-sponsored by: IEEE Robotics and Automation Society, Southern University of Science and Technology, Harbin Institute of Technology, Xi’an Jiaotong University, University of Toronto, Natural Sciences and Engineering Research Council of Canada, the Chinese University of Hong Kong ; publisher: IEEE, 13301-13307 (2021)
[DOI: 10.1109/ICRA48506.2021.9561699]

[Preprint]
Bick, Christian; Gross, Elizabeth; Harrington, Heather A.; Schaub, Michael Thomas
What are higher-order networks?
(2021)

[Preprint]
Zhu, Jiong; Jin, Junchen; Loveland, Donald; Schaub, Michael Thomas; Koutra, Danai
On the Relationship between Heterophily and Robustness of Graph Neural Networks
(2021)
[DOI: 10.48550/ARXIV.2106.07767]

[Contribution to a book, Contribution to a conference proceedings]
Yang, Maosheng; Isufi, Elvin; Schaub, Michael Thomas; Leus, Geert
Finite Impulse Response Filters for Simplicial Complexes
29th European Signal Processing Conference (EUSIPCO 2021) : proceedings : 23-27 August 2021, Dublin, Ireland / EURASIP - European Association for Signal Processing, EUSIPCO2021 - 29th European Signal Processing Conference, Dublin, Ireland, 23-27 August 2021 ; general chair: Rozenn Dahyot (Maynooth University , Ireland), general chair: Fernando Pérez-González (University of Vigo, Spain), 2005-2009 (2021)
[DOI: 10.23919/EUSIPCO54536.2021.9616185]

[Preprint]
Roddenberry, T. Mitchell; Frantzen, Florian; Schaub, Michael Thomas; Segarra, Santiago
Hodgelets : Localized Spectral Representations of Flows on Simplicial Complexes
(2021)

[Preprint]
Roddenberry, T. Mitchell; Schaub, Michael Thomas; Hajij, Mustafa
Signal Processing on Cell Complexes
(2021, 2022)

[Contribution to a book, Contribution to a conference proceedings]
Frantzen, Florian; Seby, Jean-Baptiste; Schaub, Michael Thomas
Outlier Detection for Trajectories via Flow-embeddings
2021 55th Asilomar Conference on Signals, Systems, and Computers .2021.9723128, 1568-1572 (2021)
[DOI: 10.1109/IEEECONF53345.2021.9723128]

[Preprint]
Klöker, Laurent Benedikt; Thomsen, Fabian; Eckstein, Lutz; Trettner, Philip Ulrich; Elsner, Tim; Nehring-Wirxel, Julius Peter; Schuster, Kersten Martin; Kobbelt, Leif; Hoesch, Michael
Highly accurate digital traffic recording as a basis for future mobility research : Methods and concepts of the research project HDV-Mess
(2021)

[Contribution to a book, Contribution to a conference proceedings]
Scholkemper, Michael; Schaub, Michael Thomas
Local, Global And Scale-Dependent Node Roles
IEEE ICAS 2021 : International Conference on Autonomous Systems : virtual conference, August 11-13, 2021 / sponsors and organizers: IEEE, IEEE Signal Processing Society, ASI (2021)
[DOI: 10.1109/ICAS49788.2021.9551110]

[Dissertation / PhD Thesis]
Kontogianni, Theodora
Object discovery, interactive and 3D segmentation for large-scale computer vision tasks
(2021, 2022)
[DOI: 10.18154/RWTH-2022-03753]

[Preprint]
Qiao, Yu; Zanwar, Sourabh; Bhattacharyya, Rishab; Wiechmann, Daniel; Zhou, Wei; Kerz, Elma; Schlüter, Ralf
Prediction of Listener Perception of Argumentative Speech in a Crowdsourced Dataset Using (Psycho-)Linguistic and Fluency Features
(2021)
[DOI: 10.48550/arXiv.2111.07130]

[Contribution to a book, Contribution to a conference proceedings]
Neuhäuser, Leonie Lisa; Schaub, Michael Thomas; Mellor, Andrew; Lambiotte, Renaud
Opinion Dynamics with Multi-body Interactions
Network Games, Control and Optimization : 10th International Conference, NetGCooP 2020, France, September 22-24, 2021, Proceedings / edited by Samson Lasaulce, Panayotis Mertikopoulos, Ariel Orda, 261-271 (2021)
[DOI: 10.1007/978-3-030-87473-5_23]

[Contribution to a book, Contribution to a conference proceedings]
Mitrevsk, Alex; Ploger, Paul G.; Lakemeyer, Gerhard
Ontology-Assisted Generalisation of Robot Action Execution Knowledge
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) / IROS 2021 Online ; IEEE, RSJ, IEEE MSIT Robotics & Automation Society, SICE, IES, NIF - New Technology Foundation, 6763-6770 (2021)
[DOI: 10.1109/IROS51168.2021.9636791]

[Contribution to a book, Contribution to a conference proceedings]
Liem, Radita; Povaliaiev, Dmytro; Lofstead, Jay; Kunkel, Julian; Terboven, Christian
User-Centric System Fault Identification Using IO500 Benchmark
[6th International Parallel Data Systems Workshop, PDSW, 2021-11-14 - 2021-11-19, St. Louis, MO, USA], 35-40 (2021)
[DOI: 10.1109/PDSW54622.2021.00011]

[Talk (non-conference)]
Heinemann, Birte
Open Digital Lab for You - The Internet of Laboratories for Study, Teaching and Research
AIDed Learning | Edition 5 | The labs have landed on the clouds! (2021)

[Contribution to a conference proceedings]
Gamper, Paul; Heinemann, Birte; Schroeder, Ulrik
Entwicklung und Einsatz eines Programmierlernspiels
[DEFLI 2021] (2021)