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 …

Efficient selection of process mining algorithms

J Wang, RK Wong, J Ding, Q Guo… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
While many process mining algorithms have been proposed recently, there does not exist a
widely accepted benchmark to evaluate and compare these process mining algorithms. As a …

A recommender system for process discovery

J Ribeiro, J Carmona, M Mısır, M Sebag - Business Process Management …, 2014 - Springer
Over the last decade, several algorithms for process discovery and process conformance
have been proposed. Still, it is well-accepted that there is no dominant algorithm in any of …

Generating artificial data for empirical analysis of control-flow discovery algorithms: A process tree and log generator

T Jouck, B Depaire - Business & Information Systems Engineering, 2019 - Springer
Within the process mining domain, research on comparing control-flow (CF) discovery
techniques has gained importance. A crucial building block of empirical analysis of CF …

Clustering of ERP business process fragments

R Sarno, H Ginardi, EW Pamungkas… - … on Computer, Control …, 2013 - ieeexplore.ieee.org
Business process management technology at present has been developed and applied
both in small and in large scale. Many companies and organizations use, for instance …

PROCESS MINING IN THE MANUFACTURING CONTEXT: REVIEW AND RECOMMENDATIONS.

D Stefanovic, D Dakic, B Stevanov… - … Journal of Industrial …, 2021 - search.ebscohost.com
Modern manufacturing systems generate large amounts of data regarding the automation of
business processes, which can be analyzed with process mining techniques. However …

Anomaly detection in business process based on data stream mining

GM Tavares, VGT da Costa, VE Martins… - Proceedings of the XIV …, 2018 - dl.acm.org
Identifying fraudulent or anomalous business procedures is today a key challenge for
organisations of any dimension. Nevertheless, the continuous nature of business conveys to …

Uncovering the relationship between event log characteristics and process discovery techniques

SKLM vanden Broucke, C Delvaux, J Freitas… - … Workshops: BPM 2013 …, 2014 - Springer
The research field of process mining deals with the extraction of knowledge from event logs.
Event logs consist of the recording of activities that took place in a certain business …

Behavioral Recommender System for Process Automation Steps

MF Sani, F Nikraftar, M Sroka, A Burattin - 12th International Conference …, 2023 - orbit.dtu.dk
Process automation is used to increase the performance of processes. One of the leading
process automation tools is Microsoft Process Advisor. This tool requires users to select the …

Leveraging anomaly detection in business process with data stream mining

G MARQUES TAVARES, VT da Costa, V Martins… - ISYS, 2019 - air.unimi.it
Identifying fraudulent or anomalous business procedures is today a key challenge for
organisations of any dimension. Nonetheless, the continuous nature of business activities …