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    ESANN
    2004
    133views Neural Networks» more  ESANN 2004»
    Dimensionality reduction and classification using the distribution mapping exponent
    13 years 7 months ago
    Dimensionality reduction and classification using the distribution mapping exponent
    Download  www.dice.ucl.ac.be
    : Probability distribution mapping function, which maps multivariate data distribution to the function of one variable, is introduced. Distributionmapping exponent (DME) is somethi...
    Marcel Jirina
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    BMCBI
    2011
    255views Artificial Intelligence» more  BMCBI 2011»
    A Beta-Mixture Model for Dimensionality Reduction, Sample Classification and Analysis
    12 years 10 months ago
    A Beta-Mixture Model for Dimensionality Reduction, Sample Classification and Analysis
    Download  www.biomedcentral.com
    Background: Patterns of genome-wide methylation vary between tissue types. For example, cancer tissue shows markedly different patterns from those of normal tissue. In this paper ...
    Kirsti Laurila, Bodil Oster, Claus L. Andersen, Ph...
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    ICIP
    2005
    IEEE
    250views Image Processing» more  ICIP 2005»
    Nonlinear dimensionality reduction for classification using kernel weighted subspace method
    14 years 8 months ago
    Nonlinear dimensionality reduction for classification using kernel weighted subspace method
    Download  www.cs.ust.hk
    We study the use of kernel subspace methods that learn low-dimensional subspace representations for classification tasks. In particular, we propose a new method called kernel weigh...
    Guang Dai, Dit-Yan Yeung
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    ICDM
    2006
    IEEE
    117views Data Mining» more  ICDM 2006»
    Linear and Non-Linear Dimensional Reduction via Class Representatives for Text Classification
    14 years 12 days ago
    Linear and Non-Linear Dimensional Reduction via Class Representatives for Text Classification
    Download  scgroup.hpclab.ceid.upatras.gr
    Dimitrios Zeimpekis, Efstratios Gallopoulos
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    ICPR
    2008
    IEEE
    132views Computer Vision» more  ICPR 2008»
    An empirical study of facial components classification by integrating dimensionality reduction and clustering
    14 years 23 days ago
    An empirical study of facial components classification by integrating dimensionality reduction and clustering
    Download  figment.cse.usf.edu
    Feng Min, Liang Lin, Nong Sang
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