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    CSDA
    2008
    154views more  CSDA 2008»
    Independent factor discriminant analysis
    13 years 7 months ago
    Independent factor discriminant analysis
    Download  conferences.telecom-bretagne.eu
    In the general classification context the recourse to the so-called Bayes decision rule requires to estimate the class conditional probability density functions. In this paper we p...
    Angela Montanari, Daniela G. Calò, Cinzia V...
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    PAMI
    2008
    162views more  PAMI 2008»
    Bayes Optimality in Linear Discriminant Analysis
    13 years 7 months ago
    Bayes Optimality in Linear Discriminant Analysis
    Download  www2.ece.ohio-state.edu
    We present an algorithm which provides the one-dimensional subspace where the Bayes error is minimized for the C class problem with homoscedastic Gaussian distributions. Our main ...
    Onur C. Hamsici, Aleix M. Martínez
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    BMCBI
    2004
    180views more  BMCBI 2004»
    Noise filtering and nonparametric analysis of microarray data underscores discriminating markers of oral, prostate, lung, ovaria
    13 years 7 months ago
    Noise filtering and nonparametric analysis of microarray data underscores discriminating markers of oral, prostate, lung, ovaria
    Download  www.biomedcentral.com
    Background: A major goal of cancer research is to identify discrete biomarkers that specifically characterize a given malignancy. These markers are useful in diagnosis, may identi...
    Virginie M. Aris, Michael J. Cody, Jeff Cheng, Jam...
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    ICML
    2006
    IEEE
    127views Machine Learning» more  ICML 2006»
    Local Fisher discriminant analysis for supervised dimensionality reduction
    14 years 8 months ago
    Local Fisher discriminant analysis for supervised dimensionality reduction
    Download  sugiyama-www.cs.titech.ac.jp
    Masashi Sugiyama
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    RECOMB
    2003
    Springer
    106views Computational Biology» more  RECOMB 2003»
    Gene selection criterion for discriminant microarray data analysis based on extreme value distributions
    14 years 8 months ago
    Gene selection criterion for discriminant microarray data analysis based on extreme value distributions
    Download  www.nslij-genetics.org
    Wentian Li, Ivo Grosse
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