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    » Statistical Comparisons of Classifiers over Multiple Data Se...
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    ML
    2012
    ACM
    413views Machine Learning» more  ML 2012»
    Gradient-based boosting for statistical relational learning: The relational dependency network case
    12 years 4 months ago
    Gradient-based boosting for statistical relational learning: The relational dependency network case
    Download  ftp.cs.wisc.edu
    Dependency networks approximate a joint probability distribution over multiple random variables as a product of conditional distributions. Relational Dependency Networks (RDNs) are...
    Sriraam Natarajan, Tushar Khot, Kristian Kersting,...
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    CVPR
    2008
    IEEE
    173views Computer Vision» more  CVPR 2008»
    Unifying discriminative visual codebook generation with classifier training for object category recognition
    14 years 10 months ago
    Unifying discriminative visual codebook generation with classifier training for object category recognition
    Download  www.cs.cmu.edu
    The idea of representing images using a bag of visual words is currently popular in object category recognition. Since this representation is typically constructed using unsupervi...
    Liu Yang, Rong Jin, Rahul Sukthankar, Fréd&...
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    BMCBI
    2008
    202views more  BMCBI 2008»
    Network motif-based identification of transcription factor-target gene relationships by integrating multi-source biological data
    13 years 9 months ago
    Network motif-based identification of transcription factor-target gene relationships by integrating multi-source biological data
    Download  www.biomedcentral.com
    Background: Integrating data from multiple global assays and curated databases is essential to understand the spatiotemporal interactions within cells. Different experiments measu...
    Yuji Zhang, Jianhua Xuan, Benildo de los Reyes, Ro...
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    CVPR
    2012
    IEEE
    214views Computer Vision» more  CVPR 2012»
    The use of on-line co-training to reduce the training set size in pattern recognition methods: Application to left ventricle seg
    11 years 11 months ago
    The use of on-line co-training to reduce the training set size in pattern recognition methods: Application to left ventricle seg
    Download  cs.adelaide.edu.au
    The use of statistical pattern recognition models to segment the left ventricle of the heart in ultrasound images has gained substantial attention over the last few years. The mai...
    Gustavo Carneiro, Jacinto C. Nascimento
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    ICDM
    2009
    IEEE
    207views Data Mining» more  ICDM 2009»
    Spatially Adaptive Classification and Active Learning of Multispectral Data with Gaussian Processes
    13 years 6 months ago
    Spatially Adaptive Classification and Active Learning of Multispectral Data with Gaussian Processes
    Download  ideal.ece.utexas.edu
    Multispectral remote sensing images are widely used for automated land use and land cover classification tasks. Remotely sensed images usually cover large geographical areas, and s...
    Goo Jun, Ranga Raju Vatsavai, Joydeep Ghosh
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