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Extraction, correlation, and abstraction of event data for process mining
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 …
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 …
as an amalgamation of classical disciplines like statistics, data mining, databases, and …
Adoption, use and management of process mining in practice
Purpose This study explores how process managers perceive the adoption, use and
management of process mining in practice. While research in process mining predominantly …
management of process mining in practice. While research in process mining predominantly …
[HTML][HTML] Business process variant analysis: Survey and classification
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 …
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
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 …
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 …
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
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 …
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
Abstract Big Earth Data-Cube infrastructures are becoming more and more popular to
provide Analysis Ready Data, especially for managing satellite time series. These …
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 …
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
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 …
aim to detect relevant differences between processes based on what was recorded in event …