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    » Online feature selection and classification
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    BMCBI
    2007
    77views more  BMCBI 2007»
    Effective selection of informative SNPs and classification on the HapMap genotype data
    13 years 7 months ago
    Effective selection of informative SNPs and classification on the HapMap genotype data
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    Background: Since the single nucleotide polymorphisms (SNPs) are genetic variations which determine the difference between any two unrelated individuals, the SNPs can be used to i...
    Nina Zhou, Lipo Wang
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    BIOINFORMATICS
    2006
    92views more  BIOINFORMATICS 2006»
    What should be expected from feature selection in small-sample settings
    13 years 7 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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    CIKM
    2006
    Springer
    189views Information Technology» more  CIKM 2006»
    Coupling feature selection and machine learning methods for navigational query identification
    13 years 11 months ago
    Coupling feature selection and machine learning methods for navigational query identification
    Download  ai.uwaterloo.ca
    It is important yet hard to identify navigational queries in Web search due to a lack of sufficient information in Web queries, which are typically very short. In this paper we st...
    Yumao Lu, Fuchun Peng, Xin Li, Nawaaz Ahmed
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    ESANN
    2004
    144views Neural Networks» more  ESANN 2004»
    An informational energy LVQ approach for feature ranking
    13 years 9 months ago
    An informational energy LVQ approach for feature ranking
    Download  www.dice.ucl.ac.be
    Input feature ranking and selection represent a necessary preprocessing stage in classification, especially when one is required to manage large quantities of data. We introduce a ...
    Razvan Andonie, Angel Cataron
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    BMCBI
    2006
    126views more  BMCBI 2006»
    Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass ge
    13 years 7 months ago
    Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass ge
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    Background: Due to the large number of genes in a typical microarray dataset, feature selection looks set to play an important role in reducing noise and computational cost in gen...
    Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng
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