The state-of-the-art of business process mining challenges

H R'bigui, C Cho - International Journal of Business Process …, 2017 - inderscienceonline.com
Business process mining is a new method that amalgamates business process modelling
and analysis with data mining and machine learning techniques, whereby knowledge from …

[HTML][HTML] The connection between process complexity of event sequences and models discovered by process mining

A Augusto, J Mendling, M Vidgof, B Wurm - Information Sciences, 2022 - Elsevier
Process mining is a research area focusing on the design of algorithms that can
automatically provide insights into business processes. Among the most popular algorithms …

Advanced process discovery techniques

A Augusto, J Carmona, E Verbeek - Process mining handbook, 2022 - Springer
Given the challenges associated to the process discovery task, more than a hundred
research studies addressed the problem over the past two decades. Despite the richness of …

Robust Process Mining with Guarantees.

SJJ Leemans - BPM (Dissertation/Demos/Industry), 2018 - Springer
Due to the omnipresence of digitally supported processes and storage facilities nowadays,
plenty of organisational data is available in the typical organisation. Process mining aims to …

Process Discovery Techniques Recommendation Framework

MA Al-Absi, H R'bigui - Electronics, 2023 - mdpi.com
In a competitive environment, organizations need to continuously understand, analyze and
improve the behavior of processes to maintain their position in the market. Process mining is …

Discovery algorithms

SJJ Leemans - Robust Process Mining with Guarantees: Process …, 2022 - Springer
In Chapter 4, we introduced the IM framework, which recursively discovers process trees
from event logs. In Chapter 5, we identified footprints of behaviour in abstractions and …

[CITATION][C] 비즈니스 프로세스 도출 알고리즘 추천 프레임워크 및 발견적 규칙 기반 프로세스 도출 알고리즘 개발

르비기, 힌드 - 2018 - 울산대학교 일반대학원 산업공학전공