9:00-10:30
Session 4 – Main conference
Privacy, Similarity, and Object-Centric Perspectives
Location: Main Auditorium Annex Building
Chair: Xixi Lu
9:00 – Chair intro
9:05 – Modeling and Discovering Dynamic Identity Relations in Object-Centric Process Mining. Jan Niklas van Detten, Pol Schumacher, and Sander J. J. Leemans
9:25 – Let’s simply count: Quantifying Distributional Similarity between Activities in Event Data. Henrik Kirchmann, Stephan Fahrenkrog-Petersen, Xixi Lu, and Matthias Weidlich
9:45 – Your Secret Is Safe With Me: Federated Directly-Follows Graph Discovery. Christian Rennert, Julian Albers, Sander J. J. Leemans, and Wil van der Aalst
10:05 – What’s Coming Next? Short-Term Simulation of Business Processes from Current State. Maksym Avramenko, David Chapela-Campa, Marlon Dumas, and Fredrik Milani
10:25 – Wrap-up
9:00-10:30
Industry day – training sessions
Celonis
Location: Computer rooms UdelaR A/B, C (in front of Annex Building)
11:00-12:30
Session 5 – Main conference
Stochastic and Probabilistic Process Modeling
Location: Main Auditorium Annex Building
Chair: Benoit Depaire
11:00 – Chair intro
11:05 – Skip Probabilities for Subprocesses. Philipp Bär, Adam T. Burke, Moe T. Wynn, and Sander J. J. Leemans
11:25 – DDTR: Diffusion Denoising Trace Recovery. Maximilian Matyash, Avigdor Gal, and Arik Senderovich
11:45 – Discovering Stochastic Causal Nets. Tian Li, Sander J. J. Leemans, and Artem Polyvyanyy
12:05 – Stochastic Process Trees: A Formal Framework for Stochastic Process Discovery. Pierre Cry, András Horváth, and Paolo Ballarini
12:25 – Wrap-up
11:00-12:30
Industry day – training sessions
Celonis
Location: Computer rooms UdelaR A/B, C (in front of Annex Building)
14:00-15:30
Session 6 – Main conference
AI and Generative Methods in Process Mining
Location: Main Auditorium Annex Building
Chair: Stephan Fahrenkrog
14:00 – Chair intro
14:05 – LLMs that Understand Processes: Instruction-tuning for Semantics-Aware Process Mining. Vira Pyrih, Adrian Rebmann, and Han van der Aa
14:25 – A Reinforcement Learning Framework for Event Log Anomaly Detection and Repair. Jonghyeon Ko, Marco Comuzzi, Moe Wynn, and Fabrizio Maggi
14:45 – Hypothesis Testing for Processes. Cameron Pitsch, Tobias Brockhoff, Jan Niklas Adams, Sander J. J. Leemans, Leo Anthony Celi, and Wil M. P. van der Aalst
15:05 – Enhanced What-If Scenarios Generation by Bridging Generative Models and Process Simulation. Francesca Meneghello, Andrei Buliga, Massimiliano Ronzani, and Riccardo Graziosi
15:25 – Wrap-up
17:00-18:00
Steering Committee meeting (invitation only)
19:30-23:00