Process mining techniques and applications–A systematic mapping study
C dos Santos Garcia, A Meincheim, ERF Junior… - Expert Systems with …, 2019 - Elsevier
Process mining is a growing and promising study area focused on understanding processes
and to help capture the more significant findings during real execution rather than, those …
and to help capture the more significant findings during real execution rather than, those …
A review of business process mining: state‐of‐the‐art and future trends
Purpose–This paper seeks to examine the area of business process mining, providing an
overview of state‐of‐the‐art techniques. An outline of the main problems experienced in the …
overview of state‐of‐the‐art techniques. An outline of the main problems experienced in the …
Discovering block-structured process models from event logs-a constructive approach
SJJ Leemans, D Fahland… - Application and Theory of …, 2013 - Springer
Process discovery is the problem of, given a log of observed behaviour, finding a process
model that 'best'describes this behaviour. A large variety of process discovery algorithms …
model that 'best'describes this behaviour. A large variety of process discovery algorithms …
Discovering block-structured process models from event logs containing infrequent behaviour
SJJ Leemans, D Fahland… - … Workshops: BPM 2013 …, 2014 - Springer
Given an event log describing observed behaviour, process discovery aims to find a process
model that 'best'describes this behaviour. A large variety of process discovery algorithms …
model that 'best'describes this behaviour. A large variety of process discovery algorithms …
Conformance checking of processes based on monitoring real behavior
A Rozinat, WMP Van der Aalst - Information Systems, 2008 - Elsevier
Many companies have adopted Process-aware Information Systems (PAIS) to support their
business processes in some form. On the one hand these systems typically log events (eg …
business processes in some form. On the one hand these systems typically log events (eg …
On the role of fitness, precision, generalization and simplicity in process discovery
JCAM Buijs, BF Van Dongen… - On the Move to …, 2012 - Springer
Process discovery algorithms typically aim at discovering process models from event logs
that best describe the recorded behavior. Often, the quality of a process discovery algorithm …
that best describe the recorded behavior. Often, the quality of a process discovery algorithm …
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 …
Genetic process mining: an experimental evaluation
AKA de Medeiros, AJMM Weijters… - Data mining and …, 2007 - Springer
One of the aims of process mining is to retrieve a process model from an event log. The
discovered models can be used as objective starting points during the deployment of …
discovered models can be used as objective starting points during the deployment of …
Wanna improve process mining results?
The growing interest in process mining is fueled by the increasing availability of event data.
Process mining techniques use event logs to automatically discover process models, check …
Process mining techniques use event logs to automatically discover process models, check …
Towards comprehensive support for organizational mining
M Song, WMP Van der Aalst - Decision support systems, 2008 - Elsevier
Process mining has emerged as a way to analyze processes based on the event logs of the
systems that support them. Today's information systems (eg, ERP systems) log all kinds of …
systems that support them. Today's information systems (eg, ERP systems) log all kinds of …