ICPM B

22 papers

YearTitle / Authors
20246th International Conference on Process Mining, ICPM 2024, Kgs. Lyngby, Denmark, October 14-18, 2024
2024A Context Framework for Sense-making of Process Mining Results.
Thomas Grisold, Han van der Aa, Sandro Franzoi, Sophie Hartl, Jan Mendling, Jan vom Brocke
2024AgentSimulator: An Agent-based Approach for Data-driven Business Process Simulation.
Lukas Kirchdorfer, Robert Blümel, Timotheus Kampik, Han van der Aa, Heiner Stuckenschmidt
2024Assessing Process Mining Techniques: a Ground Truth Approach.
Dominique Sommers, Natalia Sidorova, Boudewijn F. van Dongen
2024Decomposing Process Performance based on Actor Behavior.
Eva L. Klijn, Irina Tentina, Dirk Fahland, Felix Mannhardt
2024Differentially Private Inductive Miner.
Max Schulze, Yorck Zisgen, Moritz Kirschte, Esfandiar Mohammadi, Agnes Koschmider
2024Discovering Changes in Cell Stability Using Process Mining: A Case Study.
Johnson Zhou, Abel Armas-Cervantes, Zahra Dasht Bozorgi, Ellen Otte, Artem Polyvyanyy
2024Discovering Compact, Live and Identifier-Sound Object-Centric Process Models.
Jan Niklas van Detten, Pol Schumacher, Sander J. J. Leemans
2024Discovery and Simulation of Data-Aware Business Processes.
Orlenys López-Pintado, Serhii Murashko, Marlon Dumas
2024Discovery of Object-Centric Declarative Models.
Axel Kjeld Fjelrad Christfort, Andrey Rivkin, Dirk Fahland, Thomas T. Hildebrandt, Tijs Slaats
2024Evaluating the Ability of LLMs to Solve Semantics-Aware Process Mining Tasks.
Adrian Rebmann, Fabian David Schmidt, Goran Glavas, Han van der Aa
2024Generating the Traces You Need: A Conditional Generative Model for Process Mining Data.
Riccardo Graziosi, Massimiliano Ronzani, Andrei Buliga, Chiara Di Francescomarino, Francesco Folino, Chiara Ghidini, Francesca Meneghello, Luigi Pontieri
2024LUPIN: A LLM Approach for Activity Suffix Prediction in Business Process Event Logs.
Vincenzo Pasquadibisceglie, Annalisa Appice, Donato Malerba
2024Navigating Complexity: Comparing Complexity Measures With Weyuker's Properties.
Patrizia Schalk, Adam Burke, Robert Lorenz
2024Online Resource Allocation to Process Tasks Under Uncertain Resource Availabilities.
Michel Kunkler, Stefanie Rinderle-Ma
2024Process-Aware Bayesian Networks for Sequential Event Log Queries.
Simon Rauch, Christian M. M. Frey, Ludwig Zellner, Thomas Seidl
2024Stochastic Conformance Checking Based on Expected Subtrace Frequency.
Eduardo Goulart Rocha, Sander J. J. Leemans, Wil M. P. van der Aalst
2024Structural Process Variety and Standardization.
Clemens Schreiber, Amine Abbad-Andaloussi
2024SuTraN: an Encoder-Decoder Transformer for Full-Context-Aware Suffix Prediction of Business Processes.
Brecht Wuyts, Seppe K. L. M. vanden Broucke, Jochen De Weerdt
2024The Role of Log Representativeness in Estimating Generalization in Process Mining.
Anandi Karunaratne, Artem Polyvyanyy, Alistair Moffat
2024Towards Full Population Testing in Auditing: How Many Process Deviations Should Be Labeled?
Manal Laghmouch, Benoît Depaire, Mieke Jans
2024Wasserstein Weight Estimation for Stochastic Petri Nets.
Tobias Brockhoff, Merih Seran Uysal, Wil M. P. van der Aalst