Feature Selection for Data and Pattern Recognition: 584 (Studies in Computational Intelligence) - Hardcover

Buch 105 von 538: Studies in Computational Intelligence

Stańczyk

 
9783662456194: Feature Selection for Data and Pattern Recognition: 584 (Studies in Computational Intelligence)
Hardcover
ISBN 10: 3662456192 ISBN 13: 9783662456194
Verlag: Springer, 2015

Inhaltsangabe

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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<p>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. </p><p>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. </p><p>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. </p><p></p>

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Verlag
Springer
Erscheinungsdatum
2015
Sprache
Englisch
ISBN 10 
3662456192
ISBN 13 
9783662456194
Einband
Tapa dura
Anzahl der Seiten
376
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Deutschland

Weitere beliebte Ausgaben desselben Titels

9783662508459: Feature Selection for Data and Pattern Recognition: 584 (Studies in Computational Intelligence)

Vorgestellte Ausgabe

ISBN 10:  3662508451 ISBN 13:  9783662508459
Verlag: Springer, 2016
Softcover