Machine Learning-Supported Designing of Human–Machine Interfaces

L Bántay, J Abonyi - Applied Sciences, 2024 - mdpi.com
The design and functionality of the human–machine interface (HMI) significantly affects
operational efficiency and safety related to process control. Alarm management techniques …

[HTML][HTML] Demystifying data governance for process mining: Insights from a Delphi study

K Goel, N Martin, A ter Hofstede - Information & Management, 2024 - Elsevier
Data governance is recognised as a new capability for organisations to maximize the value
of data. Process mining is essential for the resilient growth of businesses, making process …

[HTML][HTML] Combining an LNS-based approach and organizational mining for the Resource Replacement Problem

C Diamantini, O Pisacane, D Potena, E Storti - Computers & Operations …, 2024 - Elsevier
For companies, it is crucial to promptly react to (even short-term) lack of resources, for
guaranteeing the continuity of the operations in business processes. This leads to the …

Exploiting network science in business process management: A conceptual framework

A Iovanella - Chaos, Solitons & Fractals, 2024 - Elsevier
This paper investigates whether the introduction of network science tools in Business
Process Management (BPM) leads to better identification of the entities themselves and to …

Visual Representation of Resource Analysis Insights for Process Mining

A Hoogmoed, M Vidgof, D Djurica… - … Conference on Business …, 2024 - Springer
Resource analysis is an area of process mining concerned with the behavior and
performance of resources within business processes. Recent contributions in this field have …

Semantics-aware event data transformation for process mining

AG Rebmann - 2024 - madoc.bib.uni-mannheim.de
Process mining comprises methods to analyze organizational processes based on event
data recorded by information systems during process execution. These methods generate …

Research Advances in Data Mining Techniques and Applications

Y Rybarczyk, A Engelbrecht - 2024 - books.google.com
For contemporary societies, data mining has emerged as a serious challenge. Thanks to
more advanced analytical tools, the Big Data explosion has enabled businesses to assess …

Monitoring applications with process mining

JBS Miranda - 2024 - repositorioaberto.uab.pt
This research presents a novel method aimed at leveraging Process Mining techniques for
monitoring and supporting Information Systems applications. Combining a Systematic …

Применение имитационных моделей в системах управления

АС Некрасов, ЕВ Анянова - Материалы XV Международной …, 2024 - elar.usfeu.ru
Анализ операционных систем при помощи имитационных моделей процессов является
одним из перспективных способов для извлечения нетривиальной и полезной …

[PDF][PDF] Process Mining

NS ULM - academia.edu
Allerdings liegt das Prozesswissen in Unternehmen oftmals nicht explizit vor, etwa als
graphisches Prozessmodell, sondern steckt in Form von Lokalwissen indirekt in den Köpfen …