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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 2 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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    IGARSS
    2009
    195views Remote Sensing» more  IGARSS 2009»
    Spatially Adaptive Classification of Hyperspectral Data with Gaussian Processes
    13 years 2 months ago
    Spatially Adaptive Classification of Hyperspectral Data with Gaussian Processes
    Download  ideal.ece.utexas.edu
    Automated classification of land cover types based on hyperspectral imagery often involves a large geographical area, but class labels are available for only small portions of the...
    Goo Jun, Joydeep Ghosh
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    ICCV
    2007
    IEEE
    236views Computer Vision» more  ICCV 2007»
    Active Learning with Gaussian Processes for Object Categorization
    14 years 6 months ago
    Active Learning with Gaussian Processes for Object Categorization
    Download  people.csail.mit.edu
    Discriminative methods for visual object category recognition are typically non-probabilistic, predicting class labels but not directly providing an estimate of uncertainty. Gauss...
    Ashish Kapoor, Kristen Grauman, Raquel Urtasun, Tr...
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    BMCBI
    2007
    194views more  BMCBI 2007»
    Kernel-imbedded Gaussian processes for disease classification using microarray gene expression data
    13 years 4 months ago
    Kernel-imbedded Gaussian processes for disease classification using microarray gene expression data
    Download  www.biomedcentral.com
    Background: Designing appropriate machine learning methods for identifying genes that have a significant discriminating power for disease outcomes has become more and more importa...
    Xin Zhao, Leo Wang-Kit Cheung
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    ICASSP
    2011
    IEEE
    201views Signal Processing» more  ICASSP 2011»
    Rapid speaker adaptation with speaker adaptive training and non-negative matrix factorization
    12 years 8 months ago
    Rapid speaker adaptation with speaker adaptive training and non-negative matrix factorization
    Download  mirlab.org
    In this paper, we describe a novel speaker adaptation algorithm based on Gaussian mixture weight adaptation. A small number of latent speaker vectors are estimated with non-negati...
    Xueru Zhang, Kris Demuynck, Hugo Van hamme
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