Machine Learning and Its Applications

Language: English

Published by Springer, Springer Aug 2001, 2001

3540424903 / 9783540424901

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This item is printed on demand - Print on Demand Titel. Neuware -In recent years machine learning has made its way from artificial intelligence into areas of administration, commerce, and industry. Data mining is perhaps the most widely known demonstration of this migration, complemented by less publicized applications of machine learning like adaptive systems in industry, financial prediction, medical diagnosis and the construction of user profiles for Web browsers.This book presents the capabilities of machine learning methods and ideas on how these methods could be used to solve real-world problems. The first ten chapters assess the current state of the art of machine learning, from symbolic concept learning and conceptual clustering to case-based reasoning, neural networks, and genetic algorithms. The second part introduces the reader to innovative applications of ML techniques in fields such as data mining, knowledge discovery, human language technology, user modeling, data analysis, discovery science, agent technology, finance, etc.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 340 pp. Englisch.…

Seller Inventory # 9783540424901

Title
Machine Learning and Its Applications
Author
Georgios Paliouras
Publisher
Springer, Springer Aug 2001
Publication year
2001
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3540424903
ISBN 13
9783540424901
Item weight
517 grams
Dimensions
235x155x19 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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