Feature Selection for Data and Pattern Recognition

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ISBN 10: 3662456192 ISBN 13: 9783662456194

Published by Springer Berlin Heidelberg, 2015

Language: English

Condition: Used Hardcover

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Bibliographic Details

Title

Feature Selection for Data and Pattern Recognition

Publisher

Springer Berlin Heidelberg

Publication Date

2015

Language

English

ISBN 10

3662456192

ISBN 13

9783662456194

Binding

Hardcover

Condition

Hervorragend

Seller catalogs

B�cher

About this title

Synopsis

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.

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