Feature Selection for Data and Pattern Recognition

Häftad, Engelska, 2016

Del 584 i serien Studies in Computational Intelligence

1 855 kr

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2016-09-24
Mått:155 x 235 x 21 mm
Vikt:569 g
Format:Häftad
Språk:Engelska
Serie:Studies in Computational Intelligence
Antal sidor:355
Förlag:Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:9783662508459

Utforska kategorier

Systemvetenskap och AI inom Data och IT

Recensioner i media

"The content of the book is outstanding from the point of view of the novelty of the exposed methods, the clarity of the discourse, and the variety of the illustrative examples. ... The book is aimed at researchers and practitioners in the domains of machine learning, computer science, data mining, statistical pattern recognition, and bioinformatics." (L. State, Computing Reviews, June, 2015)

Innehållsförteckning

Feature Selection for Data and Pattern Recogniton: an Introduction.- Part I Estimation of Feature Importance.- Part II Rough Set Approach to Attribute Reduction.- Part III Rule Discovery and Evaluation.- Part IV Data- and Domain-oriented Methodologies.