Automated discovery of process models from event logs: Review and benchmark
A Augusto, R Conforti, M Dumas… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Process mining allows analysts to exploit logs of historical executions of business processes
to extract insights regarding the actual performance of these processes. One of the most …
to extract insights regarding the actual performance of these processes. One of the most …
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 …
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 …
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 …
Explainable concept drift in process mining
The execution of processes leaves trails of event data in information systems. These event
data are analyzed to generate insights and improvements for the underlying process …
data are analyzed to generate insights and improvements for the underlying process …
Discovering expressive process models by clustering log traces
Process mining techniques have recently received notable attention in the literature; for their
ability to assist in the (re) design of complex processes by automatically discovering models …
ability to assist in the (re) design of complex processes by automatically discovering models …
Process mining and security: Detecting anomalous process executions and checking process conformance
WMP Van der Aalst, AKA de Medeiros - Electronic Notes in Theoretical …, 2005 - Elsevier
One approach to secure systems is through the analysis of audit trails. An audit trail is a
record of all events that take place in a system and across a network, ie, it provides a trace of …
record of all events that take place in a system and across a network, ie, it provides a trace of …
[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 …
[PDF][PDF] Genetic process mining
AKA De Medeiros - 2006 - research.tue.nl
Nowadays, most organizations use information systems to support the execution of their
business processes [37]. Examples of information systems supporting operational processes …
business processes [37]. Examples of information systems supporting operational processes …
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 …
support activities. Increasingly, these business processes are supported by some …