65 citations · 169 across the 18 of their papers we have counts for
7 papers · 1 filter
All That Glitters Is Not Gold: Towards Process Discovery Techniques with Guarantees
Jan Martijn E. M. van der Werf, Artem Polyvyanyy, Bart R. van Wensveen +2
The aim of a process discovery algorithm is to construct from event data a process model that describes the underlying, real-world process well. Intuitively, the better the quality…
Visual Drift Detection for Sequence Data Analysis of Business Processes
Anton Yeshchenko, Claudio Di Ciccio, Jan Mendling +1
Event sequence data is increasingly available in various application domains, such as business process management, software engineering, or medical pathways. Processes in these dom…
Entropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining
Artem Polyvyanyy, Hanan Alkhammash, Claudio Di Ciccio +6
This paper presents a command-line tool, called Entropia, that implements a family of conformance checking measures for process mining founded on the notion of entropy from informa…
Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs
Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas +2
This paper proposes an approach to analyze an event log of a business process in order to generate case-level recommendations of treatments that maximize the probability of a given…
Identifying candidate routines for Robotic Process Automation from unsegmented UI logs
V. Leno, A. Augusto, M. Dumas +3
Robotic Process Automation (RPA) is a technology to develop software bots that automate repetitive sequences of interactions between users and software applications (a.k.a. routine…
An Entropic Relevance Measure for Stochastic Conformance Checking in Process Mining
Artem Polyvyanyy, Alistair Moffat, Luciano García-Bañuelos
Given an event log as a collection of recorded real-world process traces, process mining aims to automatically construct a process model that is both simple and provides a useful e…
Automated Discovery of Data Transformations for Robotic Process Automation
Volodymyr Leno, Marlon Dumas, Marcello La Rosa +2
Robotic Process Automation (RPA) is a technology for automating repetitive routines consisting of sequences of user interactions with one or more applications. In order to fully ex…