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

Feature Selection for Data and Pattern Recognition

Език: Английски език
Корици: С меки корици
Наличност: Външен склад
Изпращаме след 5-8 дни
179.02 350.14 лв
This research book provides the reader with a selection of high-quality texts dedicated to current p...

Информация за книгата

Език
Английски език
Корици
Книга - С меки корици
Издадена
2016
страници
355
EAN
9783662508459
ISBN
3662508451
Enbook ID
15201794
Теглоt
5679
Размери
155 x 235 x 22

Пълно описание

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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