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    PR
    2008
    93views more  PR 2008»
    Genetic algorithm-based feature set partitioning for classification problems
    13 years 11 months ago
    Genetic algorithm-based feature set partitioning for classification problems
    Download  www.ise.bgu.ac.il
    Feature set partitioning generalizes the task of feature selection by partitioning the feature set into subsets of features that are collectively useful, rather than by finding a ...
    Lior Rokach
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    JMLR
    2006
    85views more  JMLR 2006»
    Streamwise Feature Selection
    13 years 11 months ago
    Streamwise Feature Selection
    Download  jmlr.csail.mit.edu
    In streamwise feature selection, new features are sequentially considered for addition to a predictive model. When the space of potential features is large, streamwise feature sel...
    Jing Zhou, Dean P. Foster, Robert A. Stine, Lyle H...
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    JUCS
    2008
    159views more  JUCS 2008»
    Two Step Swarm Intelligence to Solve the Feature Selection Problem
    13 years 11 months ago
    Two Step Swarm Intelligence to Solve the Feature Selection Problem
    Download  www.jucs.org
    : In this paper we propose a new approach to Swarm Intelligence called Two-Step Swarm Intelligence. The basic idea is to split the heuristic search performed by agents into two sta...
    Yudel Gómez, Rafael Bello, Amilkar Puris, M...
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    JUCS
    2008
    130views more  JUCS 2008»
    Feature Selection for the Classification of Large Document Collections
    13 years 11 months ago
    Feature Selection for the Classification of Large Document Collections
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    : Feature selection methods are often applied in the context of document classification. They are particularly important for processing large data sets that may contain millions of...
    Janez Brank, Dunja Mladenic, Marko Grobelnik, Nata...
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    JCP
    2006
    85views more  JCP 2006»
    A Constructive Meta-Level Feature Selection Method based on Method Repositories
    13 years 11 months ago
    A Constructive Meta-Level Feature Selection Method based on Method Repositories
    Download  www.academypublisher.com
    Feature selection is one of key issues related with data pre-processing of classification task in a data mining process. Although many efforts have been done to improve typical fea...
    Hidenao Abe, Takahira Yamaguchi
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    JMM2
    2008
    124views more  JMM2 2008»
    Integrated Feature Selection and Clustering for Taxonomic Problems within Fish Species Complexes
    13 years 11 months ago
    Integrated Feature Selection and Clustering for Taxonomic Problems within Fish Species Complexes
    Download  www.academypublisher.com
    As computer and database technologies advance rapidly, biologists all over the world can share biologically meaningful data from images of specimens and use the data to classify th...
    Huimin Chen, Henry L. Bart Jr., Shuqing Huang
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    IMDS
    2006
    33views more  IMDS 2006»
    Operations strategy and flexibility: modeling with Bayesian classifiers
    13 years 11 months ago
    Operations strategy and flexibility: modeling with Bayesian classifiers
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    Purpose
    María M. Abad-Grau, Daniel Arias-Aranda
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    BIOINFORMATICS
    2006
    92views more  BIOINFORMATICS 2006»
    What should be expected from feature selection in small-sample settings
    13 years 11 months ago
    What should be expected from feature selection in small-sample settings
    Download  gsp.tamu.edu
    Motivation: High-throughput technologies for rapid measurement of vast numbers of biological variables offer the potential for highly discriminatory diagnosis and prognosis; howev...
    Chao Sima, Edward R. Dougherty
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    ALGORITHMICA
    2006
    74views more  ALGORITHMICA 2006»
    Parallelizing Feature Selection
    13 years 11 months ago
    Parallelizing Feature Selection
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    Classification is a key problem in machine learning/data mining. Algorithms for classification have the ability to predict the class of a new instance after having been trained on...
    Jerffeson Teixeira de Souza, Stan Matwin, Nathalie...
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    BMCBI
    2008
    160views more  BMCBI 2008»
    Feature selection environment for genomic applications
    13 years 11 months ago
    Feature selection environment for genomic applications
    Download  www.biomedcentral.com
    Background: Feature selection is a pattern recognition approach to choose important variables according to some criteria in order to distinguish or explain certain phenomena (i.e....
    Fabrício Martins Lopes, David Correa Martin...
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