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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: 9783662456194
Price: 3882 CZK
Availability: InStock

Autor: Urszula Stanczyk, Lakhmi C. Jain

Jazyk:

Vazba: Pevná

Vydavatel: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnost: Skladem u dodavatele

Odesíláme za 10-13 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

Urszula Stanczyk, Lakhmi C. Jain

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2014

Stránek

355

EAN

9783662456194

ISBN

3662456192

Enbook ID

09039596

Vydavatel

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnost

702

Rozměry

246 x 166 x 25

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.§