[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 Coskuner, 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 8th International Conference on Data Science and Advanced Analytics (DSAA) : 6-9 Oct. 2021 / publisher: IEEE (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), 37-39 (2021, 2022)
[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
2021 29th European Signal Processing Conference (EUSIPCO), 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)

[Contribution to a conference proceedings]
Gamper, Paul; Heinemann, Birte; Bachmann, Lisa; Schroeder, Ulrik
Eye-Tracking zur Untersuchung von Problemlösestrategien in einem Serious-Game
[DEFLI 2021] (2021)

[Abstract, Contribution to a book, Contribution to a conference proceedings]
Ehlenz, Matthias Siegfried; Heinemann, Birte; de Groot, Rabea; Kühn, Damin; Nadenau, Claudio; Quirl, Domenic; Schroeder, Ulrik
Through the eyes of cooperation at multi-touch tabletop displays
LAK21 conference proceedings : the Eleventh International Conference on Learning Analytics & Knowledge : the impact we make : the contributions of learning analytics to learning : April 12-16, 2021, Online, Everywhere / organized by SOLAR ; ACM in-cooperation, SIGCHI, SIGWEB ; Maren Scheffel, Nia Dowell, Srecko Joksimovic, George Siemens, 148-148 (2021)
[DOI: 10.18154/RWTH-2022-03003]

[Contribution to a book, Contribution to a conference proceedings]
Bastos, Anson; Nadgeri, Abhishek; Singh, Kuldeep; Mulang, Isaiah Onando; Shekarpour, Saeedeh; Hoffart, Johannes; Kaul, Manohar
RECON : Relation Extraction using Knowledge Graph Context in a Graph Neural Network
Proceedings of the Web Conference 2021 / Edited by Jure Leskovec, Marko Grobelnik, Marc Najork, Jie Tang, Leila Zia, 1673-1685 (2021)
[DOI: 10.1145/3442381.3449917]

[Contribution to a book, Contribution to a conference proceedings]
Chakrabarti, Arnab; Das, Abhijeet; Cochez, Michael; Quix, Christoph
Unsupervised Feature Selection for Efficient Exploration of High Dimensional Data
Advances in Databases and Information Systems : 25th European Conference, ADBIS 2021, Tartu, Estonia, August 24-26, 2021, Proceedings / edited by Ladjel Bellatreche, Marlon Dumas, Panagiotis Karras, Raimundas Matulevičius, 183-197 (2021)
[DOI: 10.1007/978-3-030-82472-3_14]

[Contribution to a conference proceedings]
Chakrabarti, Arnab; Kulshrestha, Tanuj; Quix, Christoph
A Visualization System for High Dimensional Data Streams using Complex Event Processing
[nformation Visualization of Geospatial Networks, Flows and Movement in conjugation with IEEE VIS2020, MoVIS2020] (2021)

[Contribution to a book, Contribution to a conference proceedings]
Chakrabarti, Arnab; Sukumar, Ravi Prasanna; Jarke, Matthias; Rudack, Maximilian Markus; Buske, Paul; Holly, Carlo
Efficient Modeling of Digital Shadows for Production Processes: A Case Study for Quality Prediction in High Pressure Die Casting Processes
2021 IEEE International Conference on Data Science and Advanced Analytics : DSAA 2020 : proceedings : 6-9 October 2021, Porto, Portugal (2021)
[DOI: 10.1109/DSAA53316.2021.9564113]

[Contribution to a book, Contribution to a conference proceedings]
Chakrabarti, Arnab; Ahmad, Farhad; Quix, Christoph
Towards a Rule-based Visualization Recommendation System
IC3K 2021 : proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management : online streaming, October 25-27, 2021 / sponsored by: INSTICC - Institute for Systems and Technologies of Information, Control and Communication, 57-68 (2021)
[DOI: 10.5220/0010677100003064]

[Contribution to a conference proceedings]
Liu, Daxin; Lakemeyer, Gerhard
Reasoning about Beliefs and Meta-Beliefs by Regression in an Expressive Probabilistic Action Logic
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (2021)
[DOI: 10.24963/ijcai.2021/269]

[Contribution to a conference proceedings]
Liu, Daxin; Feng, Qihui
On the Progression of Belief
Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning (2021)
[DOI: 10.24963/kr.2021/44]

[Contribution to a book, Contribution to a conference proceedings]
Kiesel, Raphael; Boehm, F.; Pennekamp, Jan; Schmitt, Robert H.
Development of a Model to Evaluate the Potential of 5G Technology for Latency-critical Applications in Production
IEEE IEEM 21 virtual : 2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) : 13-16 December 2021 / organizers: IEEE Singapore Section, IEEE TEMS Singapore Chapter, IEEE TEMS Hong Kong Chapter, 739-744 (2021, 2022)
[DOI: 10.1109/IEEM50564.2021.9673074]

[Book, Proceedings]
Hammoudi, Slimane (Editor); Quix, Christoph (Editor); Bernardino, Jorge (Editor)
Data Management Technologies and Applications : 9th International Conference, DATA 2020, virtual event, July 7-9, 2020, revised selected papers
Communications in computer and information science 1446 (2021)
[DOI: 10.1007/978-3-030-83014-4]

[Contribution to a book, Contribution to a conference proceedings]
van der Aalst, Wil M. P.; Brockhoff, Tobias; Farhang Ghahfarokhi, Anahita; Pourbafrani, Mahsa; Uysal Coskuner, Merih Seran; van Zelst, Sebastiaan Johannes
Removing Operational Friction Using Process Mining: Challenges Provided by the Internet of Production (IoP)
Data management technologies and applications : 9th International Conference, DATA 2020, virtual event, July 7-9, 2020, revised selected papers / Slimane Hammoudi, Christoph Quix, Jorge Bernardino (eds.), 1-31 (2021)
[DOI: 10.1007/978-3-030-83014-4_1]

[Contribution to a book, Contribution to a conference proceedings]
Kristan, Matej; Matas, Jiri; Leonardis, Ales; Felsberg, Michael; Pflugfelder, Roman; Kamarainen, Joni-Kristian; Chang, Hyung Jin; Danelljan, Martin; Zajc, Luka Cehovin; Lukezic, Alan; Drbohlav, Ondrej; Kapyla, Jani; Hager, Gustav; Yan, Song; Yang, Jinyu; Zhang, Zhongqun; Fernandez, Gustavo; Abdelpakey, Mohamed; Bhat, Goutam; Cerkezi, Llukman; Cevikalp, Hakan; Chen, Shengyong; Chen, Xin; Cheng, Miao; Cheng, Ziyi; Chiu, Yu-Chen; Cirakman, Ozgun; Cui, Yutao; Dai, Kenan; Dasari, Mohana Murali; Deng, Qili; Dong, Xingping; Du, Daniel K.; Dunnhofer, Matteo; Feng, Zhen-Hua; Feng, Zhiyong; Fu, Zhihong; Ge, Shiming; Gorthi, Rama Krishna; Gu, Yuzhang; Gunsel, Bilge; Guo, Qing; Gurkan, Filiz; Han, Wencheng; Huang, Yanyan; Lawin, Felix Jaremo; Jhang, Shang-Jhih; Ji, Rongrong; Jiang, Cheng; Jiang, Yingjie; Juefei-Xu, Felix; Jun, Yin; Ke, Xiao; Khan, Fahad Shahbaz; Hak Kim, Byeong; Kittler, Josef; Lan, Xiangyuan; Lee, Jun Ha; Leibe, Bastian; Li, Hui; Li, Jianhua; Li, Xianxian; Li, Yuezhou; Liu, Bo; Liu, Chang; Liu, Jingen; Liu, Li; Liu, Qingjie; Lu, Huchuan; Lu, Wei; Luiten, Jonathon Tyler; Ma, Jie; Ma, Ziang; Martinel, Niki; Mayer, Christoph; Memarmoghadam, Alireza; Micheloni, Christian; Niu, Yuzhen; Paudel, Danda; Peng, Houwen; Qiu, Shoumeng; Rajiv, Aravindh; Rana, Muhammad; Robinson, Andreas; Saribas, Hasan; Shao, Ling; Shehata, Mohamed; Shen, Furao; Shen, Jianbing; Simonato, Kristian; Song, Xiaoning; Tang, Zhangyong; Timofte, Radu; Torr, Philip; Tsai, Chi-Yi; Uzun, Bedirhan; Van Gool, Luc; Voigtlaender, Paul; Wang, Dong; Wang, Guangting; Wang, Liangliang; Wang, Lijun; Wang, Limin; Wang, Linyuan; Wang, Yong; Wang, Yunhong; Wu, Chenyan; Wu, Gangshan; Wu, Xiao-Jun; Xie, Fei; Xu, Tianyang; Xu, Xiang; Xue, Wanli; Yan, Bin; Yang, Wankou; Yang, Xiaoyun; Ye, Yu; Yin, Jun; Zhang, Chengwei; Zhang, Chunhui; Zhang, Haitao; Zhang, Kaihua; Zhang, Kangkai; Zhang, Xiaohan; Zhang, Xiaolin; Zhang, Xinyu; Zhang, Zhibin; Zhao, Shaochuan; Zhen, Ming; Zhong, Bineng; Zhu, Jiawen; Zhu, Xue-Feng
The Ninth Visual Object Tracking VOT2021 Challenge Results
2021 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021 : 11-17 October 2021, Virtual Event, 2711-2738 (2021)
[DOI: 10.1109/ICCVW54120.2021.00305]

[Contribution to a conference proceedings]
Gao, Yingbo; Thulke, David; Gerstenberger, Alexander; Tran, Khoa Viet; Schlüter, Ralf; Ney, Hermann
On Sampling-Based Training Criteria for Neural Language Modeling
22nd Annual Conference of the International Speech Communication Association (INTERSPEECH 2021) : Brno, Czech Republic, 30 August-3 September 2021 / International Speech Communication Association, 1877-1881 (2021)
[DOI: 10.21437/Interspeech.2021-1067]