Discovery of Object-Centric Declarative Models

Authors: Christfort, Axel K. F., Rivkin, Andrey, Fahland, Dirk, Hildebrandt, Thomas T., Slaats, Tijs

Source: 2024 6th International Conference on Process Mining (ICPM) Process Mining (ICPM), 2024 6th International Conference on. :137-144 Oct, 2024

Relation: 2024 6th International Conference on Process Mining (ICPM)

Decomposing Process Performance based on Actor Behavior

Authors: Klijn, Eva L., Tentina, Irina, Fahland, Dirk, Mannhardt, Felix

Source: 2024 6th International Conference on Process Mining (ICPM) Process Mining (ICPM), 2024 6th International Conference on. :129-136 Oct, 2024

Relation: 2024 6th International Conference on Process Mining (ICPM)

Towards a Simple and Extensible Standard for Object-Centric Event Data (OCED) -- Core Model, Design Space, and Lessons Learned

Authors: Fahland, Dirk, Montali, Marco, Lebherz, Julian, van der Aalst, Wil M. P., van Asseldonk, Maarten, Blank, Peter, Bosmans, Lien, Brenscheidt, Marcus, di Ciccio, Claudio, Delgado, Andrea, Calegari, Daniel, Peeperkorn, Jari, Verbeek, Eric, Vugs, Lotte, Wynn, Moe Thandar

Subject Terms: Computer Science - Databases

Access URL: http://arxiv.org/abs/2410.14495

WISE: Unraveling Business Process Metrics with Domain Knowledge

Authors: Jessen, Urszula, Fahland, Dirk

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2410.04387

Challenges of Anomaly Detection in the Object-Centric Setting: Dimensions and the Role of Domain Knowledge

Authors: Berti, Alessandro, Jessen, Urszula, van der Aalst, Wil M. P., Fahland, Dirk

Subject Terms: Computer Science - Databases

Access URL: http://arxiv.org/abs/2407.09023

How well can a large language model explain business processes as perceived by users?

Authors: Fahland, Dirk, Fournier, Fabiana, Limonad, Lior, Skarbovsky, Inna, Swevels, Ava J. E.

Source: Data & Knowledge Engineering, Volume 157, May 2025

Subject Terms: Computer Science - Artificial Intelligence, 68T01

Access URL: http://arxiv.org/abs/2401.12846

The Interplay Between High-Level Problems and The Process Instances That Give Rise To Them

Authors: Bakullari, Bianka, van Thoor, Jules, Fahland, Dirk, van der Aalst, Wil M. P.

Subject Terms: Computer Science - Databases, Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2309.01571

Chit-Chat or Deep Talk: Prompt Engineering for Process Mining

Authors: Jessen, Urszula, Sroka, Michal, Fahland, Dirk

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2307.09909

Process Discovery Using Graph Neural Networks

Authors: Sommers, Dominique, Menkovski, Vlado, Fahland, Dirk

Source: 2021 3rd International Conference on Process Mining (ICPM) Process Mining (ICPM), 2021 3rd International Conference on. :40-47 Oct, 2021

Relation: 2021 3rd International Conference on Process Mining (ICPM)

Striking a new Balance in Accuracy and Simplicity with the Probabilistic Inductive Miner

Authors: Brons, Dennis, Scheepens, Roeland, Fahland, Dirk

Source: 2021 3rd International Conference on Process Mining (ICPM) Process Mining (ICPM), 2021 3rd International Conference on. :32-39 Oct, 2021

Relation: 2021 3rd International Conference on Process Mining (ICPM)

Extracting and Pre-Processing Event Logs

Authors: Fahland, Dirk

Subject Terms: Computer Science - Data Structures and Algorithms, Computer Science - Databases

Access URL: http://arxiv.org/abs/2211.04338

Identifying and Reducing Errors in Remaining Time Prediction due to Inter-Case Dynamics

Authors: Klijn, Eva L., Fahland, Dirk

Source: 2020 2nd International Conference on Process Mining (ICPM) ICPM Process Mining (ICPM),2020 2nd International Conference on. :25-32 Oct, 2020

Relation: 2020 2nd International Conference on Process Mining (ICPM)

Detecting System-Level Behavior Leading To Dynamic Bottlenecks

Authors: Toosinezhad, Zahra, Fahland, Dirk, Koroglu, Ozge, van der Aalst, Wil M.P.

Source: 2020 2nd International Conference on Process Mining (ICPM) ICPM Process Mining (ICPM),2020 2nd International Conference on. :17-24 Oct, 2020

Relation: 2020 2nd International Conference on Process Mining (ICPM)

Inferring Missing Entity Identifiers from Context Using Event Knowledge Graphs
21st Business process management International conference, BPM

Authors: Swevels, Ava, Dijkman, Remco, Fahland, Dirk

Source: Lecture notes in computer science. 14159:180-197

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN608402548&indx=1&recIds=ETOCCN608402548

AI-Augmented Business Process Management Systems: A Research Manifesto

Authors: Dumas, Marlon, Fournier, Fabiana, Limonad, Lior, Marrella, Andrea, Montali, Marco, Rehse, Jana-Rebecca, Accorsi, Rafael, Calvanese, Diego, De Giacomo, Giuseppe, Fahland, Dirk, Gal, Avigdor, La Rosa, Marcello, Völzer, Hagen, Weber, Ingo

Source: ACM Transactions on Management Information Systems, 31 January 2023 Volume 14, Issue 1, Article No.: 11, pp 1-19

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2201.12855

Predictive Performance Monitoring of Material Handling Systems Using the Performance Spectrum

Authors: Denisov, Vadim, Fahland, Dirk, van der Aalst, Wil M.P.

Source: 2019 International Conference on Process Mining (ICPM) ICPM Process Mining (ICPM), 2019 International Conference on. :137-144 Jun, 2019

Relation: 2019 International Conference on Process Mining (ICPM)

Inferring Unobserved Events in Systems With Shared Resources and Queues

Authors: Fahland, Dirk, Denisov, Vadim, van der Aalst, Wil. M. P.

Source: Fundamenta Informaticae, Volume 183, Issues 3-4: Petri Nets 2020 (December 23, 2021) fi:7232

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Artificial Intelligence, Computer Science - Formal Languages and Automata Theory, Computer Science - Performance

Access URL: http://arxiv.org/abs/2103.00167

Multi-Dimensional Event Data in Graph Databases

Authors: Esser, Stefan, Fahland, Dirk

Subject Terms: Computer Science - Databases, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2005.14552

Multi-dimensional Process Analysis
20th Conference on Business Process Management (BPM)

Authors: Fahland, Dirk

Source: Lecture notes in computer science. 13420:27-33

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN607794995&indx=1&recIds=ETOCCN607794995

Defining Meaningful Local Process Models
41st Application and theory of petri nets and concurrency International conference

Authors: Brunings, Mitchel, Fahland, Dirk, van Dongen, Boudewijn

Source: Lecture notes in computer science. 13220:24-48

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN607567303&indx=1&recIds=ETOCCN607567303