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 …
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
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 …
automatically provide insights into business processes. Among the most popular algorithms …
Advanced process discovery techniques
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 …
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 …
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 …
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 …
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