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Feature Extraction, Construction and Selection
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Pages: 418
Authors: Huan Liu
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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There is broad interest in feature extraction, construction, and selection among practitioners from statistics, pattern recognition, and data mining to machine
Computational Methods of Feature Selection
Language: en
Pages: 437
Authors: Huan Liu
Categories: Business & Economics
Type: BOOK - Published: 2007-10-29 - Publisher: CRC Press

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Due to increasing demands for dimensionality reduction, research on feature selection has deeply and widely expanded into many fields, including computational s
Feature Extraction
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Authors: Isabelle Guyon
Categories: Computers
Type: BOOK - Published: 2008-11-16 - Publisher: Springer

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This book is both a reference for engineers and scientists and a teaching resource, featuring tutorial chapters and research papers on feature extraction. Until
Feature Engineering for Machine Learning
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Authors: Alice Zheng
Categories: Computers
Type: BOOK - Published: 2018-03-23 - Publisher: "O'Reilly Media, Inc."

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Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn t
Advances in Artificial Intelligence
Language: en
Pages: 470
Authors: Balázs Kégl
Categories: Computers
Type: BOOK - Published: 2005-05-03 - Publisher: Springer

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The 18th conference of the Canadian Society for the Computational Study of Intelligence (CSCSI) continued the success of its predecessors. This set of - pers re