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 …
Event log preprocessing for process mining: a review
HM Marin-Castro, E Tello-Leal - Applied Sciences, 2021 - mdpi.com
Process Mining allows organizations to obtain actual business process models from event
logs (discovery), to compare the event log or the resulting process model in the discovery …
logs (discovery), to compare the event log or the resulting process model in the discovery …
Business process analysis in healthcare environments: A methodology based on process mining
Á Rebuge, DR Ferreira - Information systems, 2012 - Elsevier
Performing business process analysis in healthcare organizations is particularly difficult due
to the highly dynamic, complex, ad hoc, and multi-disciplinary nature of healthcare …
to the highly dynamic, complex, ad hoc, and multi-disciplinary nature of healthcare …
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 …
Active trace clustering for improved process discovery
J De Weerdt, S Vanden Broucke… - … on Knowledge and …, 2013 - ieeexplore.ieee.org
Process discovery is the learning task that entails the construction of process models from
event logs of information systems. Typically, these event logs are large data sets that contain …
event logs of information systems. Typically, these event logs are large data sets that contain …
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 …
On mining clinical pathway patterns from medical behaviors
OBJECTIVE: Clinical pathway analysis, as a pivotal issue in ensuring specialized,
standardized, normalized and sophisticated therapy procedures, is receiving increasing …
standardized, normalized and sophisticated therapy procedures, is receiving increasing …
Opportunities and challenges for applying process mining in healthcare: a systematic mapping study
MR Dallagassa, C dos Santos Garcia… - Journal of Ambient …, 2022 - Springer
Process mining applies robust methodologies using data mining and machine learning for
pattern recognition, using models that represent the process flow identified by the sequence …
pattern recognition, using models that represent the process flow identified by the sequence …
Discovering process models from unlabelled event logs
DR Ferreira, D Gillblad - … : 7th International Conference, BPM 2009, Ulm …, 2009 - Springer
Existing process mining techniques are able to discover process models from event logs
where each event is known to have been produced by a given process instance. In this …
where each event is known to have been produced by a given process instance. In this …
A learning analytic approach to unveiling self-regulatory processes in learning tactics
Investigation of learning tactics and strategies has received increasing attention by the
Learning Analytics (LA) community. While previous research efforts have made notable …
Learning Analytics (LA) community. While previous research efforts have made notable …