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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: 169.85 EUR
Availability: InStock

Autor: Urszula Stanczyk, Lakhmi C. Jain

Jazyk:

Väzba: Pevná

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

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-13 dní

169.85 €

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

Informácie o knihe

Autor

Urszula Stanczyk, Lakhmi C. Jain

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2014

Stránok

355

EAN

9783662456194

ISBN

3662456192

Enbook ID

09039596

Vydavateľ

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnosť

702

Rozmery

246 x 166 x 25

Kompletný 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.§