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    CVPR
    2008
    IEEE
    198views Computer Vision» more  CVPR 2008»
    Robust learning of discriminative projection for multicategory classification on the Stiefel manifold
    13 years 6 months ago
    Robust learning of discriminative projection for multicategory classification on the Stiefel manifold
    Download  mplab.ucsd.edu
    Learning a robust projection with a small number of training samples is still a challenging problem in face recognition, especially when the unseen faces have extreme variation in...
    Duc-Son Pham, Svetha Venkatesh
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    DEXA
    2008
    Springer
    130views Database» more  DEXA 2008»
    Classifying Evolving Data Streams Using Dynamic Streaming Random Forests
    13 years 8 months ago
    Classifying Evolving Data Streams Using Dynamic Streaming Random Forests
    Download  research.cs.queensu.ca
    We consider the problem of data-stream classification, introducing a stream-classification algorithm, Dynamic Streaming Random Forests, that is able to handle evolving data streams...
    Hanady Abdulsalam, David B. Skillicorn, Patrick Ma...
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    CSB
    2005
    IEEE
    133views Bioinformatics» more  CSB 2005»
    Investigation into Biomedical Literature Classification Using Support Vector Machines
    14 years 9 days ago
    Investigation into Biomedical Literature Classification Using Support Vector Machines
    Download  www.cc.gatech.edu
    Specific topic search in the PubMed Database, one of the most important information resources for scientific community, presents a big challenge to the users. The researcher typic...
    Nalini Polavarapu, Shamkant B. Navathe, Ramprasad ...
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    GEOINFORMATICA
    1998
    96views more  GEOINFORMATICA 1998»
    Experiments with Learning Techniques for Spatial Model Enrichment and Line Generalization
    13 years 6 months ago
    Experiments with Learning Techniques for Spatial Model Enrichment and Line Generalization
    Download  www.colorado.edu
    The nature of map generalization may be non-uniform along the length of an individual line, requiring the application of methods that adapt to the local geometry and the geographi...
    Corinne Plazanet, Nara Martini Bigolin, Anne Ruas
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    PAMI
    2008
    119views more  PAMI 2008»
    Triplet Markov Fields for the Classification of Complex Structure Data
    13 years 6 months ago
    Triplet Markov Fields for the Classification of Complex Structure Data
    Download  mistis.inrialpes.fr
    We address the issue of classifying complex data. We focus on three main sources of complexity, namely, the high dimensionality of the observed data, the dependencies between these...
    Juliette Blanchet, Florence Forbes
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