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4th ICPM 2022: Bolzano, Italy - Doctoral Consortium / Demo Track
- Marwan Hassani, Agnes Koschmider, Marco Comuzzi, Fabrizio Maria Maggi, Luise Pufahl:
Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process Mining (ICPM 2022), Bolzano, Italy, October, 2022. CEUR Workshop Proceedings 3299, CEUR-WS.org 2022
Doctoral Consortium
- Jonas Cremerius:
Value Behaviour Analysis of Event Attributes in Process Mining (Extended Abstract). 4-7 - Alexander Kraus:
Multi-Perspective Analysis of Process Dynamics (Extended Abstract). 8-12 - Roberto Casaluce:
Process Mining meets Statistical Model Checking to Explain Threat Models: Novel Approach to Model Validation and Enhancement (Extended Abstract). 13-17 - Zihang Su:
Process Mining-Based Goal Recognition (Extended Abstract). 18-21 - Marc C. Hennig:
Transformer for Predictive and Prescriptive Process Monitoring in IT Service Management (Extended Abstract). 22-26 - Zahra Dasht Bozorgi:
Prescriptive Analytics for Business Processes Using Causal Inference (Extended Abstract). 27-31 - Johannes Lahann:
Multimodal Process Prediction (Extended Abstract). 32-36 - Richard Hobeck:
Process Mining on Blockchain Data (Extended Abstract). 37-40 - Alessandro Padella:
Explainable and Responsible Process Prescriptive Analytics (Extended Abstract). 41-45 - Dominic A. Neu:
Ex-Post Identification of Task Models With Causally Ordered User Interface Logs (Extended Abstract). 46-50 - Najah Mary El-Gharib:
A Framework for Implementing Process Mining and Robotic Process Automation in Organizations (Extended Abstract). 51-55
Demo Track
- Gamal Elkoumy, Alisa Pankova, Marlon Dumas:
Amun: A tool for Differentially Private Release of Event Logs for Process Mining (Extended Abstract). 56-60 - Julian Weber, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst:
Interactive Process Identification and Selection from SAP ERP (Extended Abstract). 61-64 - Humam Kourani, Sebastiaan J. van Zelst, Barry-Detlef Lehmann, Gabriel Einsdorf, Stefan Helfrich, Fabian Liße:
PM4KNIME: Process Mining Meets the KNIME Analytics Platform (Extended Abstract). 65-69 - Sander J. J. Leemans:
FilterTree: a Repeatable Branching XES Editor (Extended Abstract). 70-74 - Andrea Burattin:
Streaming Process Mining with Beamline (Extended Abstract). 75-79 - Nour Assy, Céline Souchet, Thomas Bouffard, Olan Anesini:
Visualization Libraries for Process Analytics (Extended Abstract). 80-84 - Henrik Kirchmann, Stephan A. Fahrenkrog-Petersen
, Martin Kabierski, Han van der Aa, Matthias Weidlich:
Privacy-Preserving Process Mining with PM4Py (Extended Abstract). 85-89 - Andrea Burattin, Barbara Re, Lorenzo Rossi, Francesco Tiezzi:
PURPLE: a PURPose-guided Log GEnerator (Extended Abstract). 90-94 - Gerhardus A. W. M. van Hulzen, Gert Janssenswillen, Niels Martin, Benoît Depaire:
Process Analysis with bupaR 0.5.0: What's New? (Extended Abstract). 95-99 - Mitchel Brunings, Dirk Fahland, Eric Verbeek:
Discover Context-Rich Local Process Models (Extended Abstract). 100-103 - Lotte Vugs, Maarten van Asseldonk, Niek van Son:
Konekti: A Data Preparation Platform for Process Mining (Extended Abstract). 104-107 - Zahra Dasht Bozorgi, Aleksei Kopolov, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy:
ProLift: Automated Discovery of Causal Treatment Rules From Event Logs (Extended Abstract). 108-112 - Martin Kabierski, Stephan A. Fahrenkrog-Petersen
, Glenn Dittmann, Matthias Weidlich:
PaPPI: Privacy-aware Process Performance Indicators (Extended Abstract). 113-117 - Daniel Barón-Espitia, Marlon Dumas, Oscar González Rojas:
Coral: Conversational What-If Process Analysis (Extended Abstract). 118-122 - István Koren:
Music Score Analysis with Process Mining (Extended Abstract). 123-127
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