[Buch, Reference]
Internet of Production : Fundamentals, Applications and Proceedings
In: Interdisciplinary Excellence Accelerator Series : IDEAS, 2023
[DOI: 10.1007/978-3-030-98062-7]

Brecher, Christian (Editor)
Schuh, Günther (Editor)
van der Aalst, Wil M. P. (Editor)
Jarke, Matthias (Editor)
Piller, Frank Thomas (Editor)
et al.

[Buchbeitrag]
Actionable Artificial Intelligence for the Future of Production
In: Internet of Production : Fundamentals, Applications and Proceedings / Editors: Christian Brecher, Günther Schuh, Wil van der Aalst, Matthias Jarke, Frank T. Piller, Melanie Padberg, 1-46, 2023
[DOI: 10.1007/978-3-030-98062-7_4-1]

Behery, Mohamed Anwar Abdellatif (Corresponding author)
Brauner, Philipp (Corresponding author)
Zhou, Hans Aoyang
Uysal, Merih Seran
Samsonov, Vladimir
et al.

[Fachzeitschriftenartikel]
Cortado: A dedicated process mining tool for interactive process discovery
In: SoftwareX, 22, 101373, 2023
[DOI: 10.1016/j.softx.2023.101373]

Schuster, Daniel (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
An Abstraction-Based Approach for Privacy-Aware Federated Process Mining
In: IEEE access, 11, 33697-33714, 2023
[DOI: 10.1109/ACCESS.2023.3263673]

Rafiei, Majid (Corresponding author)
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Welcome to the Era of ChatGPT et al
In: Business & information systems engineering, 65 (2), 95-101, 2023
[DOI: 10.1007/s12599-023-00795-x]

Teubner, Timm (Corresponding author)
Flath, Christoph M.
Weinhardt, Christof
van der Aalst, Wil M. P.
Hinz, Oliver

[Preprint]
Performance-Preserving Event Log Sampling for Predictive Monitoring, 2023
[DOI: 10.48550/ARXIV.2301.07624]

Fani Sani, Mohammadreza (Corresponding author)
Vazifehdoostirani, Mozhgan
Park, Gyunam
Pegoraro, Marco
van Zelst, Sebastiaan Johannes
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Comparing Ordering Strategies for Process Discovery Using Synthesis Rules
In: Service-Oriented Computing - ICSOC 2022 Workshops : ASOCA, AI-PA, FMCIoT, WESOACS 2022 Sevilla, Spain, November 29 - December 2, 2022 : proceedings / Javier Troya, Raffaela Mirandola • Elena Navarro, Andrea Delgado, Sergio Segura, Guadalupe Ortiz, Cesare Pautasso, Christian Zirpins • Pablo Fernández, Antonio Ruiz-Cortés editors, 40-52, 2023
[DOI: 10.1007/978-3-031-26507-5_4]

Huang, Tsung-Hao
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Software in Cyberphysikalischen Produktionssystemen : Herausforderungen zur Umsetzung in der Industrie
In: atp Magazin, 65 (4), 62-68, 2023
[DOI: 10.17560/atp.v65i4.2646]

Feichtinger, Kevin
Meixner, Kristof
Rinker, Felix
Koren, István
Eichelberger, Holger
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Creating Translucent Event Logs to Improve Process Discovery
In: Process Mining Workshops : ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23-28, 2022, Revised Selected Papers / edited by Marco Montali, Arik Senderovich, Matthias Weidlich, 435-447, 2023
[DOI: 10.1007/978-3-031-27815-0_32]

Beyel, Harry H.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Semi-supervised Learning in Distributed Split Learning Architecture and IoT Applications
In: 2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS) : 15-17 March 2023, 2023
[DOI: 10.1109/ISADS56919.2023.10092050]

Barhoush, Mahdi (Corresponding author)
Ayad, Ahmad Said Yousf (Corresponding author)
Schmeink, Anke (Corresponding author)

[Fachzeitschriftenartikel]
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning
In: IEEE ACM transactions on audio, speech, and language processing : TASLP, 31, 670-683, 2023
[DOI: 10.1109/TASLP.2022.3231700]

Barhoush, Mahdi (Corresponding author)
Hallawa, Ahmed
Peine, Arne
Martin, Lukas Benjamin
Schmeink, Anke

[Fachzeitschriftenartikel]
"So what if ChatGPT wrote it?" Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy
In: International journal of information management, 71, 102642, 2023
[DOI: 10.1016/j.ijinfomgt.2023.102642]

Dwivedi, Yogesh K. (Corresponding author)
Kshetri, Nir
Hughes, Laurie
Slade, Emma Louise
Jeyaraj, Anand
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Tool for Business Processes Diagnostics
In: Service-Oriented Computing - ICSOC 2022 Workshops : ASOCA, AI-PA, FMCIoT, WESOACS 2022 Sevilla, Spain, November 29 - December 2, 2022 : proceedings / Javier Troya, Raffaela Mirandola • Elena Navarro, Andrea Delgado, Sergio Segura, Guadalupe Ortiz, Cesare Pautasso, Christian Zirpins • Pablo Fernández, Antonio Ruiz-Cortés editors, 350-354, 2023
[DOI: 10.1007/978-3-031-26507-5_31]

Pourbafrani, Mahsa (Corresponding author)
Gharbi, Firas
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Performance-preserving event log sampling for predictive monitoring
In: Journal of intelligent information systems : JIIS, 2023
[DOI: 10.1007/s10844-022-00775-9]

Fani Sani, Mohammadreza (Corresponding author)
Vazifehdoostirani, Mozhgan
Park, Gyunam
Pegoraro, Marco
van Zelst, Sebastiaan J.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Mining for Long-Term Dependencies in Causal Graphs
In: Business Process Management Workshops : BPM 2022 International Workshops, Münster, Germany, September 11-16, 2022, Revised Selected Papers / edited by Cristina Cabanillas, Niels Frederik Garmann-Johnsen, Agnes Koschmider, 117-131, 2023
[DOI: 10.1007/978-3-031-25383-6_10]

Kourani, Humam (Corresponding author)
Di Francescomarino, Chiara
Ghidini, Chiara
van der Aalst, Wil M. P.
van Zelst, Sebastiaan Johannes

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Combined Approach of Process Mining and Rule-Based AI for Study Planning and Monitoring in Higher Education
In: Process Mining Workshops : ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23-28, 2022, Revised Selected Papers / edited by Marco Montali, Arik Senderovich, Matthias Weidlich, 513-525, 2023
[DOI: 10.1007/978-3-031-27815-0_37]

Wagner, Miriam (Corresponding author)
Helal, Hayyan
Röpke, René
Judel, Sven
Doveren, Jens
et al.

[Bericht]
The coming decade of digital brain research - A vision for neuroscience at the intersection of technology and computing, 2023
[DOI: 10.5281/zenodo.7764003]

Amunts, Katrin
Axer, Markus
Bitsch, Lise
Bjaalie, Jan G.
Philipp, Brauner (Corresponding author)
et al.

[Fachzeitschriftenartikel]
Explainable concept drift in process mining
In: Information systems, 114, 102177, 2023
[DOI: 10.1016/j.is.2023.102177]

Adams, Jan Niklas (Corresponding author)
van Zelst, Sebastiaan Johannes
Rose, Thomas
van der Aalst, Wil M. P.

[Buchbeitrag]
Engineering Digital Twins and Digital Shadows as Key Enablers for Industry 4.0
In: Digital Transformation : Core Technologies and Emerging Topics from a Computer Science Perspective / edited by Birgit Vogel-Heuser, Manuel Wimmer, 3-31, 2023
[DOI: 10.1007/978-3-662-65004-2_1]

Braun, Stefan
Dalibor, Manuela
Jansen, Nico
Jarke, Matthias
Koren, István
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Sustainability and Resilience in Alliance-Driven Manufacturing Ecosystems: A Strategic Conceptual Modeling Perspective
In: Proceedings of the 56th Annual Hawaii International Conference on System Sciences : January 3-6, 2023, 3653-3662, 2023

Koren, István (Corresponding author)
Jarke, Matthias (Corresponding author)
Piller, Frank Thomas (Corresponding author)
Elmaraghy, Hoda (Corresponding author)

[Beitrag zu einem Tagungsband]
Introduction to the Minitrack on Data Spaces for Sustainability and Resilience in Manufacturing
In: Proceedings of the 56th Annual Hawaii International Conference on System Sciences : January 3-6, 2023, 3641-3642, 2023

Jarke, Matthias (Corresponding author)
Koren, István (Corresponding author)
Piller, Frank Thomas (Corresponding author)
Elmaraghy, Hoda (Corresponding author)

[Fachzeitschriftenartikel]
Sustainable Systems Engineering : Opportunities and Challenges
In: Business & information systems engineering, 65 (1), 1-6, 2023
[DOI: 10.1007/s12599-022-00784-6]

van der Aalst, Wil M. P. (Corresponding author)
Hinz, Oliver
Weinhardt, Christof

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
OC-PM: analyzing object-centric event logs and process models
In: International journal on software tools for technology transfer : STTT, 25 (1), 1-17, 2022
[DOI: 10.1007/s10009-022-00668-w]

Berti, Alessandro (Corresponding author)
van der Aalst, Wil M. P.

[Preprint]
Process Modeling and Conformance Checking in Healthcare: A COVID-19 Case Study, 2022
[DOI: 10.48550/ARXIV.2209.10897]

Benevento, Elisabetta (Corresponding author)
Pegoraro, Marco (Corresponding author)
Antoniazzi, Mattia
Beyel, Harry H.
Peeva, Viki
et al.

[Preprint]
Analyzing Medical Data with Process Mining: a COVID-19 Case Study, 2022
[DOI: 10.48550/arXiv.2202.04625]

Pegoraro, Marco (Corresponding author)
Narayana, Madhavi Bangalore Shankara
Benevento, Elisabetta
van der Aalst, Wil M. P.
Martin, Lukas
et al.

[Preprint]
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]

Pegoraro, Marco (Corresponding author)
Uysal, Merih Seran
Hülsmann, Tom-Hendrik
van der Aalst, Wil M. P.

[Preprint]
Probabilistic and Non-Deterministic Event Data in Process Mining: Embedding Uncertainty in Process Analysis Techniques, 2022
[DOI: 10.48550/arXiv.2205.04827]

Pegoraro, Marco (Corresponding author)

[Preprint]
Explainable Predictive Decision Mining for Operational Support, 2022
[DOI: 10.48550/arXiv.2210.16786]

Park, Gyunam (Corresponding author)
Küsters, Aaron Ruben (Corresponding author)
Tews, Mara (Corresponding author)
Pitsch, Cameron (Corresponding author)
Schneider, Jonathan (Corresponding author)
et al.

[Preprint]
Detecting Context-Aware Deviations in Process Executions, 2022
[DOI: 10.48550/arXiv.2206.05532]

Park, Gyunam (Corresponding author)
Benzin, Janik-Vasily (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
OPerA: Object-Centric Performance Analysis, 2022
[DOI: 10.48550/arXiv.2204.10662]

Park, Gyunam (Corresponding author)
Adams, Jan Niklas (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Event Log Sampling for Predictive Monitoring, 2022
[DOI: 10.48550/arXiv.2204.01470]

Fani Sani, Mohammadreza (Corresponding author)
Vazifehdoostirani, Mozhgan (Corresponding author)
Park, Gyunam (Corresponding author)
Pegoraro, Marco (Corresponding author)
van Zelst, Sebastiaan Johannes (Corresponding author)
et al.

[Preprint]
Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations, 2022
[DOI: 10.48550/ARXIV.2203.12969]

Park, Gyunam (Corresponding author)
Comuzzi, Marco (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
A Framework for Extracting and Encoding Features from Object-Centric Event Data, 2022
[DOI: 10.48550/arXiv.2209.01219]

Adams, Jan Niklas (Corresponding author)
Park, Gyunam (Corresponding author)
Levich, Sergej (Corresponding author)
Schuster, Daniel (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Interactive Process Identification and Selection from SAP ERP, 2022
[DOI: 10.48550/arXiv.2212.06514]

Weber, Julian (Corresponding author)
Berti, Alessandro (Corresponding author)
Park, Gyunam (Corresponding author)
Rafiei, Majid (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Semi-supervised Algorithms in Resource-constrained Edge Devices: An Overview and Experimental Comparison
In: 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]

Barhoush, Mahdi (Corresponding author)
Ayad, Ahmad Said Yousf (Corresponding author)
Schmeink, Anke (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Radiopaths: Deep Multimodal Analysis on Chest Radiographs
In: 2022 IEEE International Conference on Big Data (Big Data) : 17-20 Dec. 2022, 3613-3621, 2022
[DOI: 10.1109/BigData55660.2022.10020356]

Kohankhaki, Mohammad (Corresponding author)
Ayad, Ahmad Said Yousf (Corresponding author)
Barhoush, Mahdi (Corresponding author)
Leibe, Bastian (Corresponding author)
Schmeink, Anke (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Cache Enhanced Split-Point-Based Alignment Calculation
In: 2022 4th International Conference on Process Mining (ICPM), 23-28 Oct. 2022, 120-127, 2022
[DOI: 10.1109/ICPM57379.2022.9980633]

Li, Tian (Corresponding author)
van Zelst, Sebastiaan Johannes (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Control-Flow-Based Querying of Process Executions from Partially Ordered Event Data
In: Service-Oriented Computing : 20th International Conference, ICSOC 2022, Seville, Spain, November 29 - December 2, 2022, Proceedings / edited by Javier Troya, Brahim Medjahed, Mario Piattini, Lina Yao, Pablo Fernández, Antonio Ruiz-Cortés, 19-35, 2022
[DOI: 10.1007/978-3-031-20984-0_2]

Schuster, Daniel (Corresponding author)
Martini, Michael
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag]
Data-Aware Process Oriented Query Language
In: Process querying methods / Artem Polyvyanyy editor, 49-83, 2021
[DOI: 10.1007/978-3-030-92875-9_3]

de Murillas, Eduardo Gonzalez Lopez (Corresponding author)
Reijers, Hajo A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Generic Trace Ordering Framework for Incremental Process Discovery
In: Advances in intelligent data analysis XX : 20th International Symposium on Intelligent Data Analysis, IDA 2022 : Rennes, France, April 20-22, 2022 : proceedings / Tassadit Bouadi, Elisa Fromont, Eyke Hüllermeier (eds.), 264-277, 2022
[DOI: 10.1007/978-3-031-01333-1_21]

Schuster, Daniel
Domnitsch, Emanuel
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Mining : A 360 Degree Overview
In: Process mining handbook / Wil M. P. van der Aalst, Josep Carmona (eds.), 3-34, 2022
[DOI: 10.1007/978-3-031-08848-3_1]

van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Foundations of Process Discovery
In: Process mining handbook / Wil M. P. van der Aalst, Josep Carmona (eds.), 37-75, 2022
[DOI: 10.1007/978-3-031-08848-3_2]

van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Scaling Process Mining to Turn Insights into Actions
In: Process mining handbook / Wil M. P. van der Aalst, Josep Carmona (eds.), 495-502, 2022
[DOI: 10.1007/978-3-031-08848-3_17]

van der Aalst, Wil M. P. (Corresponding author)
Carmona, Josep

[Buchbeitrag, Beitrag zu einem Tagungsband]
Stochastic Process Model-Log Quality Dimensions: An Experimental Study
In: 2022 4th International Conference on Process Mining (ICPM), 23-28 Oct. 2022, 80-87, 2022
[DOI: 10.1109/ICPM57379.2022.9980707]

Burke, Adam T. (Corresponding author)
Leemans, Sander Jacobus Johannes (Corresponding author)
Wynn, Moe T. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)
ter Hofstede, Arthur H. M. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
High-Level Event Mining: A Framework
In: 2022 4th International Conference on Process Mining : ICPM 2022 : Bolzano, Italy, October 23-28, 2022 : proceedings / editors: Andrea Burattin, Artem Polyvyanyy, Barbara Weber ; IEEE Computational Intelligence Society, 136-143, 2022
[DOI: 10.1109/ICPM57379.2022.9980816]

Bakullari, Bianka (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Defining Cases and Variants for Object-Centric Event Data
In: 2022 4th International Conference on Process Mining (ICPM), 23-28 Oct. 2022, 128-135, 2022
[DOI: 10.1109/ICPM57379.2022.9980730]

Adams, Jan Niklas (Corresponding author)
Schuster, Daniel (Corresponding author)
Schmitz, Seth (Corresponding author)
Schuh, Günther (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Enhancing Data-Awareness of Object-Centric Event Logs, 2022
[DOI: 10.18154/RWTH-2023-00102]

Goossens, Alexandre
De Smedt, Johannes
Vanthienen, Jan
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Resolving Uncertain Case Identifiers in Interaction Logs: A User Study, 2022
[DOI: 10.48550/arXiv.2212.00009]

Pegoraro, Marco
Uysal, Merih Seran
Hülsmann, Tom-Hendrik
van der Aalst, Wil M. P.

[Preprint]
A Combined Approach of Process Mining and Rule-based AI for Study Planning and Monitoring in Higher Education, 2022
[DOI: 10.18154/RWTH-2023-00100]

Wagner, Miriam (Corresponding author)
Helal, Hayyan (Corresponding author)
Röpke, René (Corresponding author)
Judel, Sven (Corresponding author)
Doveren, Jens (Corresponding author)
et al.

[Preprint]
Control-Flow-Based Querying of Process Executions from Partially Ordered Event Data, 2022
[DOI: 10.18154/RWTH-2023-00098]

Schuster, Daniel (Corresponding author)
Martini, Michael (Corresponding author)
van Zelst, Sebastiaan Johannes (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)