Tag: Mining

April 26, 2024

Prozessmanagement und Process-Mining Grundlagen

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Free Download Prozessmanagement und Process-Mining: Grundlagen
Deutsch | 2021 | ISBN: 3110500159 | 306 Seiten | PDF (True) | 6 MB
Umfassendes Lehrbuch, das alle gängigen Curriculum-Inhalte zum Thema Geschäftsprozessmanagement an deutschsprachigen Hochschulen abdeckt. Es stellt dar, wie das richtige Management von Geschäfts- und Prozessmodellen, deren Modellierung, Analyse und Restrukturierung zu Kostenoptimierung, Sicherheit und Risikominimierung im Unternehmen führt. Mit Fallbeispielen, Übungen und Lösungen.

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April 25, 2024

Explainable Artificial Intelligence and Process Mining Applications for Healthcare Third International Workshop

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Free Download Explainable Artificial Intelligence and Process Mining Applications for Healthcare: Third International Workshop, XAI-Healthcare 2023, and First International Workshop, PM4H 2023, Portoroz, Slovenia, June 15, 2023, Proceedings
by Jose M. Juarez, Carlos Fernandez-Llatas
English | 2024 | ISBN: 3031543025 | 140 Pages | True PDF | 14.9 MB

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April 25, 2024

Event Mining Algorithms and Applications

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Free Download Event Mining: Algorithms and Applications By Tao Li
2015 | 332 Pages | ISBN: 1466568577 | PDF | 15 MB
Event mining encompasses techniques for automatically and efficiently extracting valuable knowledge from historical event/log data. The field, therefore, plays an important role in data-driven system management. Event Mining: Algorithms and Applications presents state-of-the-art event mining approaches and applications with a focus on computing system management. The book first explains how to transform log data in disparate formats and contents into a canonical form as well as how to optimize system monitoring. It then shows how to extract useful knowledge from data. It describes intelligent and efficient methods and algorithms to perform data-driven pattern discovery and problem determination for managing complex systems. The book also discusses data-driven approaches for the detailed diagnosis of a system issue and addresses the application of event summarization in Twitter messages (tweets). Understanding the interdisciplinary field of event mining can be challenging as it requires familiarity with several research areas and the relevant literature is scattered in diverse publications. This book makes it easier to explore the field by providing both a good starting point for readers not familiar with the topics and a comprehensive reference for those already working in this area.

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January 30, 2024

Text Mining and its Applications Results of the NEMIS Launch Conference

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Free Download Text Mining and its Applications: Results of the NEMIS Launch Conference by Spiros Sirmakessis (Assistant Professor)
English | PDF | 2004 | 207 Pages | ISBN : 3540202382 | 20.8 MB
The world of text mining is simultaneously a minefield and a gold mine. It is an exciting application field and an area of scientific research that is currently under rapid development. It uses techniques from well-established scientific fields (e.g. data mining, machine learning, information retrieval, natural language processing, case based reasoning, statistics and knowledge management) in an effort to help people gain insight, understand and interpret large quantities of (usually) semi-structured and unstructured data. Despite the advances made during the last few years, many issues remain umesolved. Proper co-ordination activities, dissemination of current trends and standardisation of the procedures have been identified, as key needs. There are many questions still unanswered, especially to the potential users; what is the scope of Text Mining, who uses it and for what purpose, what constitutes the leading trends in the field of Text Mining -especially in relation to IT- and whether there still remain areas to be covered.

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