[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 …

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 …

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 …

Recommendations for enhancing the usability and understandability of process mining in healthcare

N Martin, J De Weerdt, C Fernández-Llatas… - Artificial Intelligence in …, 2020 - Elsevier
Healthcare organizations are confronted with challenges including the contention between
tightening budgets and increased care needs. In the light of these challenges, they are …

A field study on the use of process mining of event logs as an analytical procedure in auditing

M Jans, MG Alles, MA Vasarhelyi - The Accounting Review, 2014 - publications.aaahq.org
There is a large body of accounting research literature examining the use of analytical
procedures by auditors and proposing either new types of analytical procedures or more …

A business process mining application for internal transaction fraud mitigation

M Jans, JM Van Der Werf, N Lybaert… - Expert Systems with …, 2011 - Elsevier
Corporate fraud these days represents a huge cost to our economy. In the paper we address
one specific type of corporate fraud, internal transaction fraud. Given the omnipresence of …

[HTML][HTML] Reducing false positives in fraud detection: Combining the red flag approach with process mining

G Baader, H Krcmar - International Journal of Accounting Information …, 2018 - Elsevier
Fraud detection often includes analyzing large datasets of enterprise resource planning
systems to locate irregularities. Analysis of the datasets often results in a large number of …

Process Mining for the multi-faceted analysis of business processes—A case study in a financial services organization

J De Weerdt, A Schupp, A Vanderloock, B Baesens - Computers in Industry, 2013 - Elsevier
Most organizations have some kind of process-oriented information system that keeps track
of business events. Process Mining starts from event logs extracted from these systems in …

A case study lens on process mining in practice

F Emamjome, R Andrews, AHM ter Hofstede - On the Move to Meaningful …, 2019 - Springer
Process mining has a history of over two decades of published research papers and case
studies started to appear a bit over a decade ago. In this paper we review these published …