Generation of a set of event logs with noise

I Shugurov, AA Mitsyuk - Proceedings of the Spring/Summer Young …, 2014 - cyberleninka.ru
Process mining is a relatively new research area aiming to extract process models from
event logs of real systems. A lot of new approaches and algorithms are developed in this …

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 …

[PDF][PDF] Event Log Abstraction in Client-Server Applications.

MA Yazdi, PF Ghalati, B Heinrichs - KDIR, 2021 - scitepress.org
Process mining provides various techniques in response to the increasing demand for
understanding the execution of the underlying processes of software systems. The discovery …

A purpose-guided log generation framework

A Burattin, B Re, L Rossi, F Tiezzi - International Conference on Business …, 2022 - Springer
Process mining is a prominent discipline that collects a variety of techniques fulfilling
different mining purposes by gathering information from event logs. This involves the …

Comparing Process Mining Tools and Algorithms

C Parente, CJ Costa - 2022 17th Iberian Conference on …, 2022 - ieeexplore.ieee.org
As a result of the data explosion, most companies typically address the need to deal with
massive volumes of data about their processes in their information systems. Some of this …

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 …

Process mining in flexible environments

CW Günther - 2009 - research.tue.nl
Processes are an integral part of nearly all organizations, driving their daily operations and
support activities. Increasingly, these business processes are supported by some …

[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 Profiling based Synthetic Event Log Generation.

E Esgin, P Karagoz - KDIR, 2019 - scitepress.org
The goal of process mining is to discover the process behavior from the runtime information
of process executions. Having labeled process logs is crucial for process mining research …

Mining event logs to assist the development of executable process variants

NN Chan, K Yongsiriwit, W Gaaloul… - … Conference, CAiSE 2014 …, 2014 - Springer
Developing process variants has been proven as a principle task to flexibly adapt a
business process model to different markets. Contemporary research on variant …