Feature Selection for Data and Pattern Recognition

Lakhmi C. Jain (u. a.)

ISBN 10: 3662508451 / ISBN 13: 9783662508459

Published by Springer, 2016

About this Item

Feature Selection for Data and Pattern Recognition | Lakhmi C. Jain (u. a.) | Taschenbuch | xviii | Englisch | 2016 | Springer | EAN 9783662508459 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.

Seller Inventory # 103162513

Bibliographic Details

• Title: Feature Selection for Data and Pattern Recognition
• Publisher: Springer
• Publication Date: 2016
• Language: English
• ISBN 10: 3662508451
• ISBN 13: 9783662508459
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 235W x 155H x 21D millimeters 235 millimeters width by 155 millimeters height by 21 millimeters depth
• Weight: 569 grams
• Seller catalogs:
  • Bücher

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.