A GRASP algorithm for fast hybrid (filter-wrapper) feature subset selection in high-dimensional datasets

Pablo Bermejo; José A. Gámez; José M. Puerta

doi:10.1016/j.patrec.2010.12.016

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A GRASP algorithm for fast hybrid (filter-wrapper) feature subset selection in high-dimensional datasets

Pablo Bermejo José A. Gámez José M. Puerta

Year: 2011 Journal: Pattern Recognition Letters Vol: 32 (5)Pages: 701-711 Publisher: Elsevier BV

DOI: 10.1016/j.patrec.2010.12.016

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Keywords:

GRASP Cardinality (data modeling) Computer science Filter (signal processing) Heuristic Feature selection Algorithm Focus (optics) Feature (linguistics) Selection (genetic algorithm) Task (project management) Data mining Process (computing) Constructive Artificial intelligence Machine learning

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Machine Learning and Data Classification

Physical Sciences → Computer Science → Artificial Intelligence

Data Stream Mining Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Evolutionary Algorithms and Applications

Physical Sciences → Computer Science → Artificial Intelligence

A GRASP algorithm for fast hybrid (filter-wrapper) feature subset selection in high-dimensional datasets

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Citation History

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