Process mining techniques and applications–A systematic map** 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 …

[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 …

Process science in action: A literature review on process mining in business management

P Zerbino, A Stefanini, D Aloini - Technological Forecasting and Social …, 2021 - Elsevier
Process Mining is a new kind of Business Analytics and has emerged as a powerful family of
Process Science techniques for analysing and improving business processes. Although …

Opportunities and challenges for process mining in organizations: results of a Delphi study

N Martin, DA Fischer, GD Kerpedzhiev, K Goel… - Business & Information …, 2021 - Springer
Process mining is an active research domain and has been applied to understand and
improve business processes. While significant research has been conducted on the …

Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs

S Suriadi, R Andrews, AHM ter Hofstede, MT Wynn - Information systems, 2017 - Elsevier
Process-oriented data mining (process mining) uses algorithms and data (in the form of
event logs) to construct models that aim to provide insights into organisational processes …

[HTML][HTML] Process mining in healthcare–An updated perspective on the state of the art

E De Roock, N Martin - Journal of biomedical informatics, 2022 - Elsevier
Process mining is the research domain focusing on the development of innovative methods
to gather insights from event logs. It has been used for various use cases within the …

Directly follows-based process mining: Exploration & a case study

SJJ Leemans, E Poppe… - … Conference on Process …, 2019 - ieeexplore.ieee.org
Many organisations now seek to analyse and improve their processes using event logs from
various IT systems supporting their operations. Process mining aims to obtain insights from …

Privacy-preserving process mining in healthcare

A Pika, MT Wynn, S Budiono… - International journal of …, 2020 - mdpi.com
Process mining has been successfully applied in the healthcare domain and has helped to
uncover various insights for improving healthcare processes. While the benefits of process …

[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 …

Systematic map** of process mining studies in healthcare

TG Erdogan, A Tarhan - IEEE Access, 2018 - ieeexplore.ieee.org
In the last decade, as an emerging technique for business processes management, process
mining (PM) has been applied in many domains, including manufacturing, supply-chain …