ICPM B

25 papers

YearTitle / Authors
20202nd International Conference on Process Mining, ICPM 2020, Padua, Italy, October 4-9, 2020
Boudewijn F. van Dongen, Marco Montali, Moe Thandar Wynn
2020A Generic Framework for Trace Clustering in Process Mining.
Fareed Zandkarimi, Jana-Rebecca Rehse, Pouya Soudmand, Hartmut Hoehle
2020A Temporal Logic-Based Measurement Framework for Process Mining.
Alessio Cecconi, Giuseppe De Giacomo, Claudio Di Ciccio, Fabrizio Maria Maggi, Jan Mendling
2020An Entropic Relevance Measure for Stochastic Conformance Checking in Process Mining.
Artem Polyvyanyy, Alistair Moffat, Luciano García-Bañuelos
2020An Expert Lens on Data Quality in Process Mining.
Robert Andrews, Fahame Emamjome, Arthur H. M. ter Hofstede, Hajo A. Reijers
2020Anomaly Detection on Event Logs with a Scarcity of Labels.
Sylvio Barbon Junior, Paolo Ceravolo, Ernesto Damiani, Nicolas Jashchenko Omori, Gabriel Marques Tavares
2020Classifying process deviations with weak supervision.
Manal Laghmouch, Mieke Jans, Benoît Depaire
2020Collaborative and Interactive Detection and Repair of Activity Labels in Process Event Logs.
Sareh Sadeghianasl, Arthur H. M. ter Hofstede, Suriadi Suriadi, Selen Turkay
2020Conformance Checking Approximation Using Simulation.
Mohammadreza Fani Sani, Juan J. Garza Gonzalez, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020Design and Evaluation of a Process-aware Recommender System based on Prescriptive Analytics.
Massimiliano de Leoni, Marcus Dees, Laurens Reulink
2020Detecting System-Level Behavior Leading To Dynamic Bottlenecks.
Zahra Toosinezhad, Dirk Fahland, Özge Köroglu, Wil M. P. van der Aalst
2020Discovering Hierarchical Processes Using Flexible Activity Trees for Event Abstraction.
Xixi Lu, Avigdor Gal, Hajo A. Reijers
2020Discovery of Activities' Actor Perspective from Emails based on Speech Acts Detection.
Marwa Elleuch, Oumaima Alaoui Ismaili, Nassim Laga, Nour Assy, Walid Gaaloul
2020Events Put into Context (EPiC).
Marcus Dees, Bart Hompes, Wil M. P. van der Aalst
2020Explainable Predictive Process Monitoring.
Riccardo Galanti, Bernat Coma-Puig, Massimiliano de Leoni, Josep Carmona, Nicolò Navarin
2020Identifying Candidate Routines for Robotic Process Automation from Unsegmented UI Logs.
Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
2020Identifying and Reducing Errors in Remaining Time Prediction due to Inter-Case Dynamics.
Eva L. Klijn, Dirk Fahland
2020Keynote Data Mining on Process Data.
Thomas Seidl
2020Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs.
Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
2020Process Mining over Unordered Event Streams.
Ahmed Awad, Matthias Weidlich, Sherif Sakr
2020Queueing Inference for Process Performance Analysis with Missing Life-Cycle Data.
Guy Berkenstadt, Avigdor Gal, Arik Senderovich, Roee Shraga, Matthias Weidlich
2020Rule Mining with RuM.
Anti Alman, Claudio Di Ciccio, Dominik Haas, Fabrizio Maria Maggi, Alexander Nolte
2020TOAD: Trace Ordering for Anomaly Detection.
Florian Richter, Yifeng Lu, Ludwig Zellner, Janina Sontheim, Thomas Seidl
2020Time-aware Concept Drift Detection Using the Earth Mover's Distance.
Tobias Brockhoff, Merih Seran Uysal, Wil M. P. van der Aalst
2020Using Multi-Level Information in Hierarchical Process Mining: Balancing Behavioural Quality and Model Complexity.
Sander J. J. Leemans, Kanika Goel, Sebastiaan J. van Zelst