Process mining: Overview and outlook of petri net discovery algorithms

BF Van Dongen, AK Alves de Medeiros… - Transactions on Petri Nets …, 2009 - Springer
Within the research domain of process mining, process discovery aims at constructing a
process model as an abstract representation of an event log. The goal is to build a model …

Partial-order-based process mining: a survey and outlook

SJJ Leemans, SJ van Zelst, X Lu - Knowledge and Information Systems, 2023 - Springer
The field of process mining focuses on distilling knowledge of the (historical) execution of a
process based on the operational event data generated and stored during its execution …

[图书][B] Understanding petri nets

W Reisig - 2016 - Springer
Petri Nets–An Introduction [63] is a slim book that was published almost 30 years ago and
was quickly translated into six languages and sold several thousand copies. For a long time …

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 …

Process mining: a two-step approach to balance between underfitting and overfitting

WMP Van der Aalst, V Rubin, HMW Verbeek… - Software & Systems …, 2010 - Springer
Process mining includes the automated discovery of processes from event logs. Based on
observed events (eg, activities being executed or messages being exchanged) a process …

Discovering block-structured process models from incomplete event logs

SJJ Leemans, D Fahland… - Application and Theory of …, 2014 - Springer
One of the main challenges in process mining is to discover a process model describing
observed behaviour in the best possible manner. Since event logs only contain example …

Process discovery using integer linear programming

JMEM Van der Werf, BF van Dongen… - … on applications and …, 2008 - Springer
The research domain of process discovery aims at constructing a process model (eg a Petri
net) which is an abstract representation of an execution log. Such a Petri net should (1) be …

[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 …

Process discovery using integer linear programming

JMEM van derWerf, BF van Dongen… - Fundamenta …, 2009 - content.iospress.com
The research domain of process discovery aims at constructing a process model (eg a Petri
net) which is an abstract representation of an execution log. Such a model should (1) be …

Process mining in flexible environments

CW Günther - 2009 - research.tue.nl
Processes are an integral part of nearly all organizations, driving their daily operations and
support activities. Increasingly, these business processes are supported by some …