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 …

Event abstraction in process mining: literature review and taxonomy

SJ van Zelst, F Mannhardt, M de Leoni… - Granular …, 2021 - Springer
The execution of processes in companies generates traces of event data, stored in the
underlying information system (s), capturing the actual execution of the process. Analyzing …

PM: a process mining project methodology

ML Van Eck, X Lu, SJJ Leemans… - … conference on advanced …, 2015 - Springer
Process mining aims to transform event data recorded in information systems into
knowledge of an organisation's business processes. The results of process mining analysis …

Robotic process mining: vision and challenges

V Leno, A Polyvyanyy, M Dumas, M La Rosa… - Business & Information …, 2021 - Springer
Robotic process automation (RPA) is an emerging technology that allows organizations
automating repetitive clerical tasks by executing scripts that encode sequences of fine …

Automated manufacturing system discovery and digital twin generation

G Lugaresi, A Matta - Journal of Manufacturing Systems, 2021 - Elsevier
The latest developments in industry involved the deployment of digital twins for both long
and short term decision making, such as supply chain management, production planning …

Wanna improve process mining results?

RPJC Bose, RS Mans… - 2013 IEEE symposium …, 2013 - ieeexplore.ieee.org
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 …

A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs

J De Weerdt, M De Backer, J Vanthienen, B Baesens - Information systems, 2012 - Elsevier
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 …

[HTML][HTML] Business process variant analysis: Survey and classification

F Taymouri, M La Rosa, M Dumas, FM Maggi - Knowledge-Based Systems, 2021 - Elsevier
It is common for business processes to exhibit a high degree of internal heterogeneity, in the
sense that the executions of the process differ widely from each other due to contextual …

Handling concept drift in process mining

RPJC Bose, WMP van der Aalst, I Žliobaitė… - … , CAiSE 2011, London …, 2011 - Springer
Operational processes need to change to adapt to changing circumstances, eg, new
legislation, extreme variations in supply and demand, seasonal effects, etc. While the topic …

Process mining applications in the healthcare domain: A comprehensive review

A Guzzo, A Rullo, E Vocaturo - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
Process mining (PM) is a well‐known research area that includes techniques,
methodologies, and tools for analyzing processes in a variety of application domains. In the …