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    BIOINFORMATICS
    2006
    92views more  BIOINFORMATICS 2006»
    What should be expected from feature selection in small-sample settings
    13 years 4 months ago
    What should be expected from feature selection in small-sample settings
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    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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    BMCBI
    2006
    173views more  BMCBI 2006»
    Kernel-based distance metric learning for microarray data classification
    13 years 4 months ago
    Kernel-based distance metric learning for microarray data classification
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    Background: The most fundamental task using gene expression data in clinical oncology is to classify tissue samples according to their gene expression levels. Compared with tradit...
    Huilin Xiong, Xue-wen Chen
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    BMCBI
    2007
    179views more  BMCBI 2007»
    Transcript-level annotation of Affymetrix probesets improves the interpretation of gene expression data
    13 years 4 months ago
    Transcript-level annotation of Affymetrix probesets improves the interpretation of gene expression data
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    Background: The wide use of Affymetrix microarray in broadened fields of biological research has made the probeset annotation an important issue. Standard Affymetrix probeset anno...
    Hui Yu, Feng Wang, Kang Tu, Lu Xie, Yuan-Yuan Li, ...
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    JCB
    2008
    94views more  JCB 2008»
    Prioritize and Select SNPs for Association Studies with Multi-Stage Designs
    13 years 4 months ago
    Prioritize and Select SNPs for Association Studies with Multi-Stage Designs
    Download  vorlon.case.edu
    Large-scale whole genome association studies are increasingly common, due in large part to recent advances in genotyping technology. With this change in paradigm for genetic studi...
    Jing Li
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    IVC
    2006
    187views more  IVC 2006»
    Dynamics of facial expression extracted automatically from video
    13 years 4 months ago
    Dynamics of facial expression extracted automatically from video
    Download  www.cs.arizona.edu
    We present a systematic comparison of machine learning methods applied to the problem of fully automatic recognition of facial expressions, including AdaBoost, support vector mach...
    Gwen Littlewort, Marian Stewart Bartlett, Ian R. F...
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