On process model synthesis based on event logs with noise

AA Mitsyuk, IS Shugurov - Modeling and analysis of information …, 2014 - mais-journal.ru
Process mining is a new emerging discipline related to process management, formal
process models, and data mining. One of the main tasks of process mining is the model …

On process model synthesis based on event logs with noise

AA Mitsyuk, IS Shugurov - Automatic Control and Computer Sciences, 2016 - Springer
Process mining is a new emerging discipline related to process management, formal
process modelling, and data mining. One of the main tasks of process mining is model …

A new model for discovering process trees from event logs

A Vahedian Khezerlou, S Alizadeh - Applied intelligence, 2014 - Springer
Process mining techniques aim at extracting knowledge from event logs. One of the most
important tasks in process mining is process model discovery. In discovering process …

Discovering process models from unlabelled event logs

DR Ferreira, D Gillblad - … : 7th International Conference, BPM 2009, Ulm …, 2009 - Springer
Existing process mining techniques are able to discover process models from event logs
where each event is known to have been produced by a given process instance. In this …

Genetic process mining: an experimental evaluation

AKA de Medeiros, AJMM Weijters… - Data mining and …, 2007 - Springer
One of the aims of process mining is to retrieve a process model from an event log. The
discovered models can be used as objective starting points during the deployment of …

Prom: The process mining toolkit

WMP Van der Aalst, BF van Dongen… - Proceedings of the …, 2009 - research.tue.nl
Nowadays, all kinds of information systems store detailed information in logs. Process
mining has emerged as a way to analyze these systems based on these detailed logs …

Discovering high-level process models from event logs

AK Begicheva, IA Lomazova - Моделирование и анализ …, 2017 - mathnet.ru
Process mining is a relatively new field of computer science, which deals with process
discovery and analysis based on event logs. In this paper we consider the problem of …

[图书][B] Using genetic algorithms to mine process models: representation, operators and results

AKA De Medeiros, AJMM Weijters, WMP Van Der Aalst - 2004 - research.tue.nl
The topic of process mining has attracted the attention of both researchers and tool vendors
in the Business Process Management (BPM) space. The goal of process mining is to …

[PDF][PDF] Recommendation of process discovery algorithms: a classification problem

D Pérez-Alfonso, R Yzquierdo-Herrera… - Res. Comput …, 2013 - researchgate.net
Process mining techniques extract knowledge from event logs of information systems.
Process discovery is a process mining category, focused on discovering process models …

[PDF][PDF] Process mining by using event logs

SB Sonawane, RP Patki - International Journal of Computer …, 2015 - researchgate.net
Process mining techniques have usual notable attention within the literature for their ability
to help within the redesign of complex processes by mechanically discovering models that …