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Feature Selection for Data and Pattern Recognition on Hardback
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Feature Selection for Data and Pattern Recognition

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Description

This research book provides the reader with a selection of high-quality texts dedicated to current progress, new developments and research trends in feature selection for data and pattern recognition. Even though it has been the subject of interest for some time, feature selection remains one of actively pursued avenues of investigations due to its importance and bearing upon other problems and tasks. This volume points to a number of advances topically subdivided into four parts: estimation of importance of characteristic features, their relevance, dependencies, weighting and ranking; rough set approach to attribute reduction with focus on relative reducts; construction of rules and their evaluation; and data- and domain-oriented methodologies.
Release date Australia
January 15th, 2015
Audience
  • Professional & Vocational
Contributors
  • Edited by Lakhmi C. Jain
  • Edited by Urszula Stanczyk
Illustrations
20 Illustrations, color; 54 Illustrations, black and white; XVIII, 355 p. 74 illus., 20 illus. in color.
Pages
355
Dimensions
155x235x22
ISBN-13
9783662456194
Product ID
22945483

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Pattern recognition