ICPM-D 2020
ICPM 2020 Doctoral Consortium and Tool Demonstration Track

Table of Contents

• Preface
  
  

Doctoral Consortium

• Explainable Prescriptive Process Analytics (Extended Abstract) 1-2
  Riccardo Galanti
• Process Deviation Classification (Extended Abstract) 3-4
  Manal Laghmouch
• An Interactive Framework to Facilitate Behavioural Pattern Exploration in Event Data (Extended Abstract) 5-6
  Leen Jooken
• Interactive Data-Driven Business Process Simulation (Extended Abstract) 7-8
  Gerhardus van Hulzen
• Mining Behavioural Patterns from Event Data to Enable Context-Aware Root Cause Analysis (Extended Abstract) 9-10
  Greg Van Houdt
• Behavioural Clustering by Extensive Declarative Specifications Measurements (Extended Abstract) 11-12
  Alessio Cecconi
• Automated Segmentation of User Interface Logs Using Trace Alignment Techniques (Extended Abstract) 13-14
  Simone Agostinelli
• Event Log Extraction: How to Minimize the Effort of the Human-in-the-Loop? (Extended Abstract) 15-16
  Vinicius Stein Dani
• Explainable Process Predictions (xPP): A Holistic Framework and Applications (Extended Abstract) 17-18
  Nijat Mehdiyev

Tool Demonstration Track

• A Process Mining Software Comparison 19-22
  Daniel Viner , Matthias Stierle , Martin Matzner
• An Open-Source Integration of Process Mining Features Into the Camunda Workflow Engine: Data Extraction and Challenges 23-26
  Alessandro Berti , Wil van der Aalst , David Zang , Magdalena Lang
• Multi-Dimensional Performance Analysis and Monitoring Using Integrated Performance Spectra 27-30
  Vadim Denisov , Dirk Fahland , Wil M.P. van der Aalst
• VDD: A Visual Drift Detection System for Process Mining 31-34
  Anton Yeshchenko , Jan Mendling , Claudio Di Ciccio , Artem Polyvyanyy
• AIR-BAGEL: An Interactive Root cause-Based Anomaly Generator for Event Logs 35-38
  Jonghyeon Ko , Jongyup Lee , Marco Comuzzi
• Entropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining 39-42
  Artem Polyvyanyy , Hanan Alkhammash , Claudio Di Ciccio , Luciano Garcı́a-Bañuelos , Anna Kalenkova , Sander J. J. Leemans , Jan Mendling , Alistair Moffat , Matthias Weidlich
• Extensions to the bupaR Ecosystem: An Overview 43-46
  Gert Janssenswillen , Felix Mannhardt , Mathijs Creemers , Benoı̂t Depaire , Mieke Jans , Leen Jooken , Niels Martin , Greg Van Houdt
• The CDESF Toolkit: An Introduction 47-50
  Davide Mora , Paolo Ceravolo , Ernesto Damiani , Gabriel Marques Tavares
• Rule Mining in Action: The RuM Toolkit 51-54
  Anti Alman , Claudio Di Ciccio , Dominik Haas , Fabrizio Maria Maggi , Jan Mendling