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 …
process model as an abstract representation of an event log. The goal is to build a model …
A training system for Industry 4.0 operators in complex assemblies based on virtual reality and process mining
JJ Roldán, E Crespo, A Martín-Barrio… - Robotics and computer …, 2019 - Elsevier
Industry 4.0 aims at integrating machines and operators through network connections and
information management. It proposes the use of a set of technologies in industry, such as …
information management. It proposes the use of a set of technologies in industry, such as …
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 …
observed events (eg, activities being executed or messages being exchanged) a process …
[图书][B] Metrics for process models: empirical foundations of verification, error prediction, and guidelines for correctness
J Mendling - 2008 - books.google.com
Business process modeling plays an important role in the management of business
processes. As valuable design artifacts, business process models are subject to quality …
processes. As valuable design artifacts, business process models are subject to quality …
A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs
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 …
business process executions. The techniques developed within this research area are …
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 …
net) which is an abstract representation of an execution log. Such a Petri net should (1) be …
Supporting flexible processes through recommendations based on history
H Schonenberg, B Weber, B Van Dongen… - … Conference, BPM 2008 …, 2008 - Springer
In today's fast changing business environment flexible Process Aware Information Systems
(PAISs) are required to allow companies to rapidly adjust their business processes to …
(PAISs) are required to allow companies to rapidly adjust their business processes to …
[PDF][PDF] Robust process discovery with artificial negative events
Process discovery is the automated construction of structured process models from
information system event logs. Such event logs often contain positive examples only …
information system event logs. Such event logs often contain positive examples only …
Process mining based on regions of languages
R Bergenthum, J Desel, R Lorenz, S Mauser - … Process Management: 5th …, 2007 - Springer
In this paper we give an overview, how to apply region based methods for the synthesis of
Petri nets from languages to process mining. The research domain of process mining aims …
Petri nets from languages to process mining. The research domain of process mining aims …
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 …
net) which is an abstract representation of an execution log. Such a model should (1) be …