Extraction, correlation, and abstraction of event data for process mining

K Diba, K Batoulis, M Weidlich… - … Reviews: Data Mining …, 2020 - Wiley Online Library
Process mining provides a rich set of techniques to discover valuable knowledge of
business processes based on data that was recorded in different types of information …

[KİTAP][B] Data science in action

W Van Der Aalst, W van der Aalst - 2016 - Springer
In recent years, data science emerged as a new and important discipline. It can be viewed
as an amalgamation of classical disciplines like statistics, data mining, databases, and …

Adoption, use and management of process mining in practice

T Grisold, J Mendling, M Otto… - Business Process …, 2021 - emerald.com
Purpose This study explores how process managers perceive the adoption, use and
management of process mining in practice. While research in process mining predominantly …

[HTML][HTML] Business process variant analysis: Survey and classification

F Taymouri, M La Rosa, M Dumas, FM Maggi - Knowledge-Based Systems, 2021 - Elsevier
It is common for business processes to exhibit a high degree of internal heterogeneity, in the
sense that the executions of the process differ widely from each other due to contextual …

Connecting databases with process mining: a meta model and toolset

E González López de Murillas, HA Reijers… - Software & Systems …, 2019 - Springer
Process mining techniques require event logs which, in many cases, are obtained from
databases. Obtaining these event logs is not a trivial task and requires substantial domain …

Enabling value stream map** for internal logistics using multidimensional process mining

D Knoll, G Reinhart, M Prüglmeier - Expert Systems with Applications, 2019 - Elsevier
Pen and paper-based value stream map** (VSM) is the established tool for recording
processes, identifying waste and deriving recommendations for action. However, today, its …

Process variant comparison: using event logs to detect differences in behavior and business rules

A Bolt, M de Leoni, WMP van der Aalst - Information Systems, 2018 - Elsevier
This paper addresses the problem of comparing different variants of the same process. We
aim to detect relevant differences between processes based on what was recorded in event …

A view-based model of data-cube to support big earth data systems interoperability

S Nativi, P Mazzetti, M Craglia - Big Earth Data, 2017 - Taylor & Francis
Abstract Big Earth Data-Cube infrastructures are becoming more and more popular to
provide Analysis Ready Data, especially for managing satellite time series. These …

File processing security detection in multi-cloud environments: a process mining approach

X Zhang, L Cui, W Shen, J Zeng, L Du, H He… - Journal of Cloud …, 2023 - Springer
Cloud computing has gained popularity in recent years, but with its rise comes concerns
about data security. Unauthorized access and attacks on cloud-based data, applications …

A visual approach to spot statistically-significant differences in event logs based on process metrics

A Bolt, M De Leoni, WMP Van Der Aalst - Advanced Information Systems …, 2016 - Springer
This paper addresses the problem of comparing different variants of the same process. We
aim to detect relevant differences between processes based on what was recorded in event …