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Feature Selection for Data and Pattern Recognition

Name: Feature Selection for Data and Pattern Recognition
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 09039596
Price: 182.19 EUR
Availability: InStock
Author: Urszula Stanczyk
ISBN: 9783662456194

Urszula Stanczyk

Lakhmi C. Jain

Language

English

Book Hardback

Libristo code: 09039596

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, December 2014

This research book provides the reader with a selection of high-quality texts dedicated to current p... Full description

Libristo code: 09039596

446 b

182.19 € VAT included

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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.§