ICPM Workshops

Keyphrases

Publications

volume 468, 2023

Process Mining Workshops - ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23-28, 2022, Revised Selected Papers ICPM Workshops 468 (2023)

2022

Nahyun Kwon, Marco Comuzzi
Genetic Algorithms for AutoML in Process Predictive Monitoring. ICPM Workshops (2022)
Gyunam Park, Wil M. P. van der Aalst
Monitoring Constraints in Business Processes Using Object-Centric Constraint Graphs. ICPM Workshops (2022)
Joscha Grüger, Tobias Geyer, David Jilg, Ralph Bergmann
SAMPLE: A Semantic Approach for Multi-perspective Event Log Generation. ICPM Workshops (2022)
Yannis Bertrand, Bram Van den Abbeele, Silvestro Veneruso, Francesco Leotta, Massimo Mecella, Estefanía Serral
A Survey on the Application of Process Mining to Smart Spaces Data. ICPM Workshops (2022)
Andrea Burattin, Hugo A. López, Lasse Starklit
Uncovering Change: A Streaming Approach for Declarative Processes. ICPM Workshops (2022)
Luciano Hidalgo, Jorge Munoz-Gama
Domain-Driven Event Abstraction Framework for Learning Dynamics in MOOCs Sessions. ICPM Workshops (2022)
Vlad Paul Cosma, Thomas T. Hildebrandt, Christopher H. Gyldenkærne, Tijs Slaats
BERMUDA: Participatory Mapping of Domain Activities to Event Data via System Interfaces. ICPM Workshops (2022)
Christian Kohlschmidt, Mahnaz Sadat Qafari, Wil M. P. van der Aalst
Detecting Surprising Situations in Event Data. ICPM Workshops (2022)
Johannes Lahann, Peter Pfeiffer, Peter Fettke
LSTM-Based Anomaly Detection of Process Instances: Benchmark and Tweaks. ICPM Workshops (2022)
Michael Grohs, Jana-Rebecca Rehse
Attribute-Based Conformance Diagnosis: Correlating Trace Attributes with Process Conformance. ICPM Workshops (2022)
Majid Rafiei, Frederik Wangelik, Wil M. P. van der Aalst
TraVaS: Differentially Private Trace Variant Selection for Process Mining. ICPM Workshops (2022)
Jorg W. R. Bekelaar, Jolanda J. Luime, Renata M. de Carvalho
Predicting Patient Care Acuity: An LSTM Approach for Days-to-day Prediction. ICPM Workshops (2022)
Seppe Van Daele, Gert Janssenswillen
Identifying the Steps in an Exploratory Data Analysis: A Process-Oriented Approach. ICPM Workshops (2022)
Gemma Di Federico, Andrea Burattin
Do You Behave Always the Same? - A Process Mining Approach. ICPM Workshops (2022)
Adrian Rebmann, Peter Pfeiffer, Peter Fettke, Han van der Aa
Multi-perspective Identification of Event Groups for Event Abstraction. ICPM Workshops (2022)
Christin Puthur, Abdulaziz Aljebreen, Ciarán McInerney, Teumzghi Mebrahtu, Tom Lawton, Owen Johnson
Measuring the Impact of COVID-19 on Hospital Care Pathways. ICPM Workshops (2022)
Jari Peeperkorn, Carlos Ortega Vázquez, Alexander Stevens, Johannes De Smedt, Seppe vanden Broucke, Jochen De Weerdt
Outcome-Oriented Predictive Process Monitoring on Positive and Unlabelled Event Logs. ICPM Workshops (2022)
Elio Ribeiro Faria Junior, Thais Rodrigues Neubauer, Marcelo Fantinato, Sarajane Marques Peres
Clustering Analysis and Frequent Pattern Mining for Process Profile Analysis: An Exploratory Study for Object-Centric Event Logs. ICPM Workshops (2022)
Qifan Chen, Yang Lu, Charmaine S. Tam, Simon K. Poon
Discovering Break Behaviours in Process Mining: An Application to Discover Treatment Pathways in ICU of Patients with Acute Coronary Syndrome. ICPM Workshops (2022)
Narjes Rohani, Kobi Gal, Michael Gallagher, Areti Manataki
Discovering Students' Learning Strategies in a Visual Programming MOOC Through Process Mining Techniques. ICPM Workshops (2022)
Lisan Wolters, Marwan Hassani
Predicting Activities of Interest in the Remainder of Customer Journeys Under Online Settings. ICPM Workshops (2022)
Marius Breitmayer, Lisa Arnold, Stephan La Rocca, Manfred Reichert
Deriving Event Logs from Legacy Software Systems. ICPM Workshops (2022)
Jing Xiong, Guohui Xiao, Tahir Emre Kalayci, Marco Montali, Zhenzhen Gu, Diego Calvanese
A Virtual Knowledge Graph Based Approach for Object-Centric Event Logs Extraction. ICPM Workshops (2022)
Timo Pohl, Mahnaz Sadat Qafari, Wil M. P. van der Aalst
Discrimination-Aware Process Mining: A Discussion. ICPM Workshops (2022)
Saimir Bala, Kate Revoredo, Jan Mendling
Process Mining for Analyzing Open Questions Computer-Aided Examinations. ICPM Workshops (2022)
Harry H. Beyel, Wil M. P. van der Aalst
Creating Translucent Event Logs to Improve Process Discovery. ICPM Workshops (2022)
Joscha Grüger, Tobias Geyer, Martin Kuhn, Stephan A. Braun, Ralph Bergmann
Weighted Violations in Alignment-Based Conformance Checking. ICPM Workshops (2022)
Miriam Wagner, Hayyan Helal, Rene Roepke, Sven Judel, Jens Doveren, Sergej Görzen, Pouya Soudmand, Gerhard Lakemeyer, Ulrik Schroeder, Wil M. P. van der Aalst
A Combined Approach of Process Mining and Rule-Based AI for Study Planning and Monitoring in Higher Education. ICPM Workshops (2022)
Paul Kobialka, Felix Mannhardt, Silvia Lizeth Tapia Tarifa, Einar Broch Johnsen
Building User Journey Games from Multi-party Event Logs. ICPM Workshops (2022)
Diana Sola, Christian Warmuth, Bernhard Schäfer, Peyman Badakhshan, Jana-Rebecca Rehse, Timotheus Kampik
SAP Signavio Academic Models: A Large Process Model Dataset. ICPM Workshops (2022)
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen, Wil M. P. van der Aalst
Enhancing Data-Awareness of Object-Centric Event Logs. ICPM Workshops (2022)
Yannis Bertrand, Rafaël Van Belle, Jochen De Weerdt, Estefanía Serral
Defining Data Quality Issues in Process Mining with IoT Data. ICPM Workshops (2022)
Elisabetta Benevento, Marco Pegoraro, Mattia Antoniazzi, Harry H. Beyel, Viki Peeva, Paul Balfanz, Wil M. P. van der Aalst, Lukas Martin, Gernot Marx
Process Modeling and Conformance Checking in Healthcare: A COVID-19 Case Study - Case Study. ICPM Workshops (2022)
Jonas Cremerius, Luise Pufahl, Finn Klessascheck, Mathias Weske
Event Log Generation in MIMIC-IV Research Paper. ICPM Workshops (2022)
Eva L. Klijn, Felix Mannhardt, Dirk Fahland
Aggregating Event Knowledge Graphs for Task Analysis. ICPM Workshops (2022)
Kamil Zbikowski, Michal Ostapowicz, Piotr Gawrysiak
Deep Reinforcement Learning for Resource Allocation in Business Processes. ICPM Workshops (2022)
Alistair Bullward, Abdulaziz Aljebreen, Alexander Coles, Ciarán McInerney, Owen A. Johnson
Research Paper: Process Mining and Synthetic Health Data: Reflections and Lessons Learnt. ICPM Workshops (2022)
Christian Warmuth, Henrik Leopold
On the Potential of Textual Data for Explainable Predictive Process Monitoring. ICPM Workshops (2022)
Richard Hobeck, Luise Pufahl, Ingo Weber
Process Mining on Curriculum-Based Study Data: A Case Study at a German University. ICPM Workshops (2022)
Azadeh Sadat Mozafari Mehr, Renata Medeiros de Carvalho, Boudewijn F. van Dongen
Detecting Complex Anomalous Behaviors in Business Processes: A Multi-perspective Conformance Checking Approach. ICPM Workshops (2022)
Annika L. Dubbeldam, István Ketykó, Renata M. de Carvalho, Felix Mannhardt
Early Predicting the Need for Aftercare Based on Patients Events from the First Hours of Stay - A Case Study. ICPM Workshops (2022)
Maxim Vidgof, Jan Mendling
Leveraging Event Data for Measuring Process Complexity. ICPM Workshops (2022)

volume 433, 2022

Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers ICPM Workshops 433 (2022)

2021

volume 406, 2021

Process Mining Workshops - ICPM 2020 International Workshops, Padua, Italy, October 5-8, 2020, Revised Selected Papers ICPM Workshops 406 (2021)