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Feature Selection for Data and Pattern Recognition

Lakhmi C. Jain

Urszula Stanczyk

Language

English

Book Paperback

Libristo code: 15201794

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, September 2016

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

Libristo code: 15201794

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.