Feature Selection

The Naïve Bayes Model for Unsupervised Word Sense Disambiguation: Aspects Concerning Feature Selection

Florentina T. Hristea - The Naïve Bayes Model for Unsupervised Word Sense Disambiguation: Aspects Concerning Feature Selection
Published: 2012-11-08 | ISBN: 3642336922 | PDF | 70 pages | 0.84 MB
Feature Selection and Ensemble Methods for Bioinformatics: Algorithmic Classification and Implementations (repost)

Oleg Okun, "Feature Selection and Ensemble Methods for Bioinformatics: Algorithmic Classification and Implementations"
English | 2011 | ISBN: 1609605578 | 445 pages | PDF | 4,8 MB

Feature Selection for High-Dimensional Data  

Posted by Underaglassmoon at Oct. 10, 2015
Feature Selection for High-Dimensional Data

Feature Selection for High-Dimensional Data
Springer | Computer Science | November 6, 2015 | ISBN-10: 3319218573 | 167 pages | pdf | 1.2 mb

by Verónica Bolón-Canedo (Author), Noelia Sánchez-Maroño (Author), Amparo Alonso-Betanzos (Author)
Explains how to choose an optimal subset of features according to a certain criterion
Coherent, comprehensive approach to feature subset selection in the scope of classification problems
Authors explain the "Big Dimensionality" problem

Feature Selection for Data and Pattern Recognition  

Posted by nebulae at Jan. 28, 2015
Feature Selection for Data and Pattern Recognition

Urszula Stanczyk and Lakhmi C. Jain, "Feature Selection for Data and Pattern Recognition"
English | ISBN: 3662456192 | 2015 | 376 pages | PDF | 9 MB

Spectral Feature Selection for Data Mining (repost)  

Posted by arundhati at Aug. 20, 2014
Spectral Feature Selection for Data Mining (repost)

Zheng Alan Zhao, "Spectral Feature Selection for Data Mining"
2012 | ISBN: 1439862095 | 219 pages | PDF | 11 MB
Feature Selection and Ensemble Methods for Bioinformatics: Algorithmic Classification and Implementations (repost)

Oleg Okun, "Feature Selection and Ensemble Methods for Bioinformatics: Algorithmic Classification and Implementations"
English | 2011 | ISBN: 1609605578 | 445 pages | PDF | 4,8 MB

Feature Selection and Ensemble Methods for Bioinformatics: Algorithmic Classification and Implementations offers a unique perspective on machine learning aspects of microarray gene expression based cancer classification.

Spectral Feature Selection for Data Mining  

Posted by nebulae at Oct. 22, 2013
Spectral Feature Selection for Data Mining

Zheng Alan Zhao, "Spectral Feature Selection for Data Mining"
English | ISBN: 1439862095 | 2012 | 219 pages | PDF | 11 MB
Computational Intelligence and Feature Selection: Rough and Fuzzy Approaches (repost)

Computational Intelligence and Feature Selection: Rough and Fuzzy Approaches by Richard Jensen and Qiang Shen
English | 1 edition | September 29, 2008 | ISBN-10: 0470229756 | 340 pages | PDF | 3.6 Mb

The rough and fuzzy set approaches presented here open up many new frontiers for continued research and development.Computational Intelligence and Feature Selection provides readers with the background and fundamental ideas behind Feature Selection (FS), with an emphasis on techniques based on rough and fuzzy sets.
Computational Intelligence and Feature Selection: Rough and Fuzzy Approaches (repost)

Computational Intelligence and Feature Selection: Rough and Fuzzy Approaches
Wiley-IEEE Press; 1 edition | September 29, 2008 | ISBN-10: 0470229756 | 340 pages | PDF | 3.6 Mb
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Computational Intelligence and Feature Selection: Rough and Fuzzy Approaches (IEEE Press Series on Computational Intelligence)
Wiley-IEEE Press | ISBN: 0470229756 | 2008-09-29 | PDF | 340 pages | 4 Mb