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    ICIP
    2005
    IEEE
    250views Image Processing» more  ICIP 2005»
    Nonlinear dimensionality reduction for classification using kernel weighted subspace method
    16 years 9 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
    2003
    IEEE
    153views Data Mining» more  ICDM 2003»
    Dimensionality Reduction Using Kernel Pooled Local Discriminant Information
    16 years 22 days ago
    Dimensionality Reduction Using Kernel Pooled Local Discriminant Information
    Download  www.ise.gmu.edu
    We study the use of kernel subspace methods for learning low-dimensional representations for classification. We propose a kernel pooled local discriminant subspace method and com...
    Peng Zhang, Jing Peng, Carlotta Domeniconi
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    CIVR
    2009
    Springer
    121views Image Analysis» more  CIVR 2009»
    A procedure of adaptive kernel combination with kernel-target alignment for object classification
    16 years 2 months ago
    A procedure of adaptive kernel combination with kernel-target alignment for object classification
    Download  www.theseus.joint-research.org
    Motoaki Kawanabe, Shinichi Nakajima, Alexander Bin...
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    SCIA
    2005
    Springer
    89views Image Analysis» more  SCIA 2005»
    The Tangent Kernel Approach to Illumination-Robust Texture Classification
    16 years 28 days ago
    The Tangent Kernel Approach to Illumination-Robust Texture Classification
    Download  ict.ewi.tudelft.nl
    Serguei Verzakov, Pavel Paclík, Robert P. W...
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    CAIP
    2003
    Springer
    152views Image Analysis» more  CAIP 2003»
    Greedy Algorithm for a Training Set Reduction in the Kernel Methods
    16 years 21 days ago
    Greedy Algorithm for a Training Set Reduction in the Kernel Methods
    Download  cmp.felk.cvut.cz
    Vojtech Franc, Václav Hlavác
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