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Kniha Feature Selection for Data and Pattern Recognition Lakhmi C. Jain

Feature Selection for Data and Pattern Recognition

Autor: Lakhmi C. Jain, Urszula Stanczyk
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
3 882 Kč
This research book provides the reader with a selection of high-quality texts dedicated to current p...

Informace o knize

Autor
Lakhmi C. Jain, Urszula Stanczyk
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2016
Stránek
355
EAN
9783662508459
ISBN
3662508451
Enbook ID
15201794
Vydavatel
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Hmotnost
5679
Rozměry
155 x 235 x 22

Kompletní popis

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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