Discovering object-centric Petri nets

WMP van der Aalst, A Berti - Fundamenta informaticae, 2020 - content.iospress.com
Techniques to discover Petri nets from event data assume precisely one case identifier per
event. These case identifiers are used to correlate events, and the resulting discovered Petri …

A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs

J De Weerdt, M De Backer, J Vanthienen, B Baesens - Information systems, 2012 - Elsevier
Process mining is the research domain that is dedicated to the a posteriori analysis of
business process executions. The techniques developed within this research area are …

Process discovery from event data: Relating models and logs through abstractions

WMP Van Der Aalst - Wiley Interdisciplinary Reviews: Data …, 2018 - Wiley Online Library
Event data are collected in logistics, manufacturing, finance, health care, customer
relationship management, e‐learning, e‐government, and many other domains. The events …

[图书][B] Petri net synthesis

E Badouel, L Bernardinello, P Darondeau - 2015 - Springer
Eric Badouel · Luca Bernardinello Philippe Darondeau Page 1 Texts in Theoretical Computer
Science An EATCS Series Petri Net Synthesis Eric Badouel · Luca Bernardinello Philippe …

Advanced process discovery techniques

A Augusto, J Carmona, E Verbeek - Process mining handbook, 2022 - Springer
Given the challenges associated to the process discovery task, more than a hundred
research studies addressed the problem over the past two decades. Despite the richness of …

Robust Process Mining with Guarantees.

SJJ Leemans - BPM (Dissertation/Demos/Industry), 2018 - Springer
Due to the omnipresence of digitally supported processes and storage facilities nowadays,
plenty of organisational data is available in the typical organisation. Process mining aims to …

ProDiGen: Mining complete, precise and minimal structure process models with a genetic algorithm

B Vázquez-Barreiros, M Mucientes, M Lama - Information Sciences, 2015 - Elsevier
Process discovery techniques automatically extract the real workflow of a process by
analyzing the events that are collected and stored in log files. Although in the last years …

Online techniques for dealing with concept drift in process mining

J Carmona, R Gavalda - International Symposium on Intelligent Data …, 2012 - Springer
Abstract Concept drift is an important concern for any data analysis scenario involving
temporally ordered data. In the last decade Process mining arose as a discipline that uses …

Process mining from a basis of state regions

M Solé, J Carmona - Applications and Theory of Petri Nets: 31st …, 2010 - Springer
A central problem in the area of Process Mining is to obtain a formal model that represents
selected behavior of a system. The theory of regions has been applied to address this …

On the exploitation of process mining for security audits: the process discovery case

R Accorsi, T Stocker, G Müller - Proceedings of the 28th Annual ACM …, 2013 - dl.acm.org
This paper reports on the potential of process mining as a basis for security audits of
business process and corresponding business process management systems. In particular …