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    DMIN
    2006
    115views Data Mining» more  DMIN 2006»
    Development of a Multi-Classifier Approach for Multilingual Text Categorization
    13 years 9 months ago
    Development of a Multi-Classifier Approach for Multilingual Text Categorization
    Download  ww1.ucmss.com
    - Research work related to applying text categorization methods to a monolingual corpus such as English text collections has been well established by several research teams in rece...
    Chung-Hong Lee, Hsin-Chang Yang, Ting-Chung Chen, ...
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    PAMI
    2010
    192views more  PAMI 2010»
    Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA
    13 years 6 months ago
    Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA
    Download  www.esat.kuleuven.be
    —A new formulation for multiway spectral clustering is proposed. This method corresponds to a weighted kernel principal component analysis (PCA) approach based on primal-dual lea...
    Carlos Alzate, Johan A. K. Suykens
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    NPL
    2006
    137views more  NPL 2006»
    Minimal Structure of Self-Organizing HCMAC Neural Network Classifier
    13 years 7 months ago
    Minimal Structure of Self-Organizing HCMAC Neural Network Classifier
    Download  nccuir.lib.nccu.edu.tw
    The authors previously proposed a self-organizing Hierarchical Cerebellar Model Articulation Controller (HCMAC) neural network containing a hierarchical GCMAC neural network and a ...
    Chih-Ming Chen, Yung-Feng Lu, Chin-Ming Hong
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    CVPR
    2008
    IEEE
    152views Computer Vision» more  CVPR 2008»
    A mixed generative-discriminative framework for pedestrian classification
    14 years 9 months ago
    A mixed generative-discriminative framework for pedestrian classification
    Download  www.gavrila.net
    This paper presents a novel approach to pedestrian classification which involves utilizing the synthesized virtual samples of a learned generative model to enhance the classificat...
    Markus Enzweiler, Dariu M. Gavrila
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    ICDM
    2007
    IEEE
    248views Data Mining» more  ICDM 2007»
    Adapting SVM Classifiers to Data with Shifted Distributions
    13 years 11 months ago
    Adapting SVM Classifiers to Data with Shifted Distributions
    Download  www.cs.cmu.edu
    Many data mining applications can benefit from adapting existing classifiers to new data with shifted distributions. In this paper, we present Adaptive Support Vector Machine (Ada...
    Jun Yang 0003, Rong Yan, Alexander G. Hauptmann
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