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    PR
    2007
    104views more  PR 2007»
    Optimizing resources in model selection for support vector machine
    15 years 3 months ago
    Optimizing resources in model selection for support vector machine
    Download  www.livia.etsmtl.ca
    Tuning SVM hyperparameters is an important step in achieving a high-performance learning machine. It is usually done by minimizing an estimate of generalization error based on the...
    Mathias M. Adankon, Mohamed Cheriet
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    SDM
    2010
    SIAM
    226views Data Mining» more  SDM 2010»
    Two-View Transductive Support Vector Machines
    15 years 5 months ago
    Two-View Transductive Support Vector Machines
    Download  www.cais.ntu.edu.sg
    Obtaining high-quality and up-to-date labeled data can be difficult in many real-world machine learning applications, especially for Internet classification tasks like review spam...
    Guangxia Li, Steven C. H. Hoi, Kuiyu Chang
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    CVPR
    2005
    IEEE
    185views Computer Vision» more  CVPR 2005»
    A Sparse Support Vector Machine Approach to Region-Based Image Categorization
    16 years 6 months ago
    A Sparse Support Vector Machine Approach to Region-Based Image Categorization
    Download  infolab.stanford.edu
    Automatic image categorization using low-level features is a challenging research topic in computer vision. In this paper, we formulate the image categorization problem as a multi...
    Jinbo Bi, Yixin Chen, James Ze Wang
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    KDD
    2008
    ACM
    152views Data Mining» more  KDD 2008»
    Automatic record linkage using seeded nearest neighbour and support vector machine classification
    16 years 4 months ago
    Automatic record linkage using seeded nearest neighbour and support vector machine classification
    Download  cs.anu.edu.au
    Peter Christen
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    KDD
    2001
    ACM
    136views Data Mining» more  KDD 2001»
    Gaining insights into support vector machine pattern classifiers using projection-based tour methods
    16 years 4 months ago
    Gaining insights into support vector machine pattern classifiers using projection-based tour methods
    Download  www.cs.iastate.edu
    Doina Caragea, Dianne Cook, Vasant Honavar
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