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

Feature Selection for Data and Pattern Recognition

Autor: Lakhmi C. Jain, Urszula Stanczyk
Limbă: engleză
Legare: Carte broșată
Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
939.26 lei
This research book provides the reader with a selection of high-quality texts dedicated to current p...

Informații despre carte

Autor
Lakhmi C. Jain, Urszula Stanczyk
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2016
Pagini
355
EAN
9783662508459
ISBN
3662508451
Enbook ID
15201794
Editura
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Greutate
5679
Dimensiuni
155 x 235 x 22

Descriere completă

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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