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

Feature Selection for Data and Pattern Recognition

Autor: Lakhmi C. Jain, Urszula Stanczyk
Język: Angielski
Oprawa: Miękka
Wydawca: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
718.97 zł
This research book provides the reader with a selection of high-quality texts dedicated to current p...

Informacje o książce

Autor
Lakhmi C. Jain, Urszula Stanczyk
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2016
strony
355
EAN
9783662508459
ISBN
3662508451
Enbook ID
15201794
Wydawca
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Waga
5679
Wymiary
155 x 235 x 22

Pełny opis

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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