ICPM B

25 papers

YearTitle / Authors
20257th International Conference on Process Mining, ICPM 2025, Montevideo, Uruguay, October 20-24, 2025
2025A Reinforcement Learning Framework for Event Log Anomaly Detection and Repair.
Jonghyeon Ko, Moe Thandar Wynn, Marco Comuzzi, Fabrizio Maria Maggi
2025Class Incremental Learning with Drift Detection and Data Augmentation for Dynamic Processes.
Qian Chen, Stefanie Rinderle-Ma
2025Cross-Organizational Analysis of Parliamentary Processes: A Case Study.
Paul-Julius Hillmann, Stephan A. Fahrenkrog-Petersen, Jan Mendling
2025DDTR: Diffusion Denoising Trace Recovery.
Maximilian Matyash, Avigdor Gal, Arik Senderovich
2025Discovering Automata Models Tailored for the Control of Discrete Event Systems.
Rosaine F. Semler, Jhonnatan R. Semler, Marco A. Wehrmeister, Luiz Fernando Puttow Southier, César A. Uribe, José E. R. Cury, Marcelo Teixeira
2025Discovering Stochastic Causal Nets.
Tian Li, Sander J. J. Leemans, Artem Polyvyanyy
2025Enhanced What-If Scenarios Generation by Bridging Generative Models and Process Simulation.
Andrei Buliga, Francesca Meneghello, Riccardo Graziosi, Massimiliano Ronzani
2025Guarded Process Trees: Translation to Petri Nets and Application in Process Mining.
Ido Shapira, Gera Weiss
2025Hypothesis Testing for Processes.
Cameron Pitsch, Tobias Brockhoff, Jan Niklas Adams, Sander J. J. Leemans, Leo Anthony Celi, Wil M. P. van der Aalst
2025LLMs that Understand Processes: Instruction-tuning for Semantics-Aware Process Mining.
Vira Pyrih, Adrian Rebmann, Han van der Aa
2025Let's Simply Count: Quantifying Distributional Similarity Between Activities in Event Data.
Henrik Kirchmann, Stephan A. Fahrenkrog-Petersen, Xixi Lu, Matthias Weidlich
2025Leveraging a foundation deep neural embedding in process discovery under not-Pareto distribution.
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanni Discanno, Donato Malerba
2025Modeling and Discovering Dynamic Identity Relations in Object-Centric Process Mining.
Jan Niklas van Detten, Pol Schumacher, Sander J. J. Leemans
2025Optimizing the Discharge Planning Process in a Dutch Hospital.
Yvette J. van der Haas, Renata Medeiros de Carvalho, Boudewijn F. van Dongen, Rogier L. C. Plas, Thomas van Dijk
2025ProCause: Generating Counterfactual Outcomes to Evaluate Prescriptive Process Monitoring Methods.
Jakob De Moor, Hans Weytjens, Johannes De Smedt
2025Probabilistic Suffix Prediction of Business Processes.
Michel Kunkler, Henryk Mustroph, Stefanie Rinderle-Ma
2025SHAining on Process Mining: Explaining Event Log Characteristics Impact on Algorithms.
Andrea Maldonado, Christian M. M. Frey, Sai Anirudh Aryasomayajula, Ludwig Zellner, Stephan A. Fahrenkrog-Petersen, Thomas Seidl
2025Skip Probabilities for Subprocesses.
Philipp Bär, Adam T. Burke, Moe Thandar Wynn, Sander J. J. Leemans
2025Stochastic Process Trees: A Formal Framework for Stochastic Process Discovery.
Pierre Cry, András Horváth, Paolo Ballarini
2025Temporal GNNs for Remaining Time Prediction: An Evaluation.
Marc C. Hennig, Rainer Schmidt, Michael Möhring
2025Time-Order Map for Seamless Zooming between Process Models and Process Instances.
Christoffer Rubensson, Jan Mendling
2025What's Coming Next? Short-Term Simulation of Business Processes from Current State.
Maksym Avramenko, David Chapela-Campa, Marlon Dumas, Fredrik Milani
2025Why Do Users Struggle to Get Insights from Process Mining?
Irina Tentina, Francesca Zerbato, Felix Mannhardt, Boudewijn F. van Dongen
2025Your Secret Is Safe With Me: Federated Directly-Follows Graph Discovery.
Christian Rennert, Julian Albers, Sander J. J. Leemans, Wil M. P. van der Aalst