Optimization Based Data Mining: Theory and Applications

Language: English

Published by Springer, Springer Jul 2013, 2013

144712653X / 9781447126539

Series: Book 30 of 66 - Advanced Information and Knowledge Processing

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This item is printed on demand - Print on Demand Titel. Neuware -Optimization techniques have been widely adopted to implement various data mining algorithms. In addition to well-known Support Vector Machines (SVMs) (which are based on quadratic programming), different versions of Multiple Criteria Programming (MCP) have been extensively used in data separations. Since optimization based data mining methods differ from statistics, decision tree induction, and neural networks, their theoretical inspiration has attracted many researchers who are interested in algorithm development of data mining.Optimization based Data Mining: Theory and Applications, mainly focuses on MCP and SVM especially their recent theoretical progress and real-life applications in various fields. These include finance, web services, bio-informatics and petroleum engineering, which has triggered the interest of practitioners who look for new methods to improve the results of data mining for knowledge discovery.Most of the material in this book is directly from the research and application activities that the authors¿ research group has conducted over the last ten years. Aimed at practitioners and graduates who have a fundamental knowledge in data mining, it demonstrates the basic concepts and foundations on how to use optimization techniques to deal with data mining problems.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 332 pp. Englisch.

Seller Inventory # 9781447126539

Title
Optimization Based Data Mining: Theory and Applications
Author
Yong Shi
Publisher
Springer, Springer Jul 2013
Publication year
2013
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
144712653X
ISBN 13
9781447126539
Item weight
505 grams
Dimensions
235x155x19 mm
Series
Book 30 of 66: Advanced Information and Knowledge Processing

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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