[PDF][PDF] Process mining with the HeuristicsMiner algorithm

AJMM Weijters, WMP van Der Aalst, AKA De Medeiros - 2006 - research.tue.nl
The basic idea of process mining is to extract knowledge from event logs recorded by an
information system. Until recently, the information in these event logs was rarely used to …

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 …

Mining process models with non-free-choice constructs

L Wen, WMP Van Der Aalst, J Wang, J Sun - Data Mining and Knowledge …, 2007 - Springer
Process mining aims at extracting information from event logs to capture the business
process as it is being executed. Process mining is particularly useful in situations where …

[PDF][PDF] Genetic process mining

AKA De Medeiros - 2006 - research.tue.nl
Nowadays, most organizations use information systems to support the execution of their
business processes [37]. Examples of information systems supporting operational processes …

A review on conformance checking technique for the evaluation of process mining algorithms

V Naderifar, S Sahran, Z Shukur - TEM Journal, 2019 - ceeol.com
Information systems ease the collecting, processing, storing, and distributing informations,
which in turn lead to decision-making and control in organizations. Information systems …

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 …

Mining process models with prime invisible tasks

L Wen, J Wang, WMP van der Aalst, B Huang… - Data & Knowledge …, 2010 - Elsevier
Process mining is helpful for deploying new business processes as well as auditing,
analyzing and improving the already enacted ones. Most of the existing process mining …

Algorithms for anomaly detection of traces in logs of process aware information systems

F Bezerra, J Wainer - Information Systems, 2013 - Elsevier
This paper discusses four algorithms for detecting anomalies in logs of process aware
systems. One of the algorithms only marks as potential anomalies traces that are infrequent …

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 …

The need for a process mining evaluation framework in research and practice: position paper

A Rozinat, AKA de Medeiros, CW Günther… - … Workshops: BPM 2007 …, 2008 - Springer
Although there has been much progress in developing process mining algorithms in recent
years, no effort has been put in developing a common means of assessing the quality of the …