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 …

Integration of Industry 4.0 technologies into Lean Six Sigma DMAIC: A systematic review

T Pongboonchai-Empl, J Antony… - … Planning & Control, 2023 - Taylor & Francis
This review examines which Industry 4.0 (I4. 0) technologies are suitable for improving Lean
Six Sigma (LSS) tasks and the benefits of integrating these technologies into improvement …

[HTML][HTML] Process mining in healthcare: A literature review

E Rojas, J Munoz-Gama, M Sepúlveda… - Journal of biomedical …, 2016 - Elsevier
Process Mining focuses on extracting knowledge from data generated and stored in
corporate information systems in order to analyze executed processes. In the healthcare …

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 …

Process mining: Overview and opportunities

W Van Der Aalst - ACM Transactions on Management Information …, 2012 - dl.acm.org
Over the last decade, process mining emerged as a new research field that focuses on the
analysis of processes using event data. Classical data mining techniques such as …

[图书][B] Enabling flexibility in process-aware information systems: challenges, methods, technologies

M Reichert, B Weber - 2012 - Springer
Enabling Flexibility in Process-Aware Information Systems: Challenges, Methods, Technologies
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[图书][B] Business process management demystified: A tutorial on models, systems and standards for workflow management

WMP Van Der Aalst - 2004 - Springer
Over the last decade there has been a shift from “data-aware” information systems to
“process-aware” information systems. To support business processes an enterprise …

Flexible heuristics miner (FHM)

A Weijters, JTS Ribeiro - 2011 IEEE symposium on …, 2011 - ieeexplore.ieee.org
One of the aims of process mining is to retrieve a process model from a given event log.
However, current techniques have problems when mining processes that contain nontrivial …

Business process management: a comprehensive survey

WMP Van der Aalst - International Scholarly Research Notices, 2013 - Wiley Online Library
Business Process Management (BPM) research resulted in a plethora of methods,
techniques, and tools to support the design, enactment, management, and analysis of …

Fuzzy mining–adaptive process simplification based on multi-perspective metrics

CW Günther, WMP Van Der Aalst - International conference on business …, 2007 - Springer
Process Mining is a technique for extracting process models from execution logs. This is
particularly useful in situations where people have an idealized view of reality. Real-life …