Feature Selection for Data and Pattern Recognition (Studies in Computational Intelligence, 584, Band 584) [Hardcover] Sta?czyk

Stanczyk

ISBN 10: 3662456192 / ISBN 13: 9783662456194

Published by Springer, 2015

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like new. Seller Inventory # CE-2307C-PINGUIN-11-1000XS

Bibliographic Details

Title: Feature Selection for Data and Pattern ...

Publisher: Springer

Publication Date: 2015

Binding: Hardcover

Condition: As New

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.