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    CVPR
    2008
    IEEE
    207views Computer Vision» more  CVPR 2008»
    Statistical analysis on Stiefel and Grassmann manifolds with applications in computer vision
    14 years 11 months ago
    Statistical analysis on Stiefel and Grassmann manifolds with applications in computer vision
    Download  www.umiacs.umd.edu
    Many applications in computer vision and pattern recognition involve drawing inferences on certain manifoldvalued parameters. In order to develop accurate inference algorithms on ...
    Pavan K. Turaga, Ashok Veeraraghavan, Rama Chellap...
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    BIB
    2011
    253views Artificial Intelligence» more  BIB 2011»
    Using cross-validation to evaluate predictive accuracy of survival risk classifiers based on high-dimensional data
    13 years 14 days ago
    Using cross-validation to evaluate predictive accuracy of survival risk classifiers based on high-dimensional data
    Download  linus.nci.nih.gov
    Developments in whole genome biotechnology have stimulated statistical focus on prediction methods. We review here methodology for classifying patients into survival risk groups a...
    Richard M. Simon, Jyothi Subramanian, Ming-Chung L...
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    AAAI
    2012
    231views Intelligent Agents» more  AAAI 2012»
    Learning the Kernel Matrix with Low-Rank Multiplicative Shaping
    11 years 11 months ago
    Learning the Kernel Matrix with Low-Rank Multiplicative Shaping
    Download  www-scf.usc.edu
    Selecting the optimal kernel is an important and difficult challenge in applying kernel methods to pattern recognition. To address this challenge, multiple kernel learning (MKL) ...
    Tomer Levinboim, Fei Sha
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    BIOCOMP
    2006
    109views Bioinformatics» more  BIOCOMP 2006»
    An Artificial Neural Network based Model to Analyze Malarial Data and Predict Organ Failure
    13 years 10 months ago
    An Artificial Neural Network based Model to Analyze Malarial Data and Predict Organ Failure
    Download  ww1.ucmss.com
    Health Care Management is one of the most important and most important research areas of the new millennium. The main purpose of this work was to analyze the data on malaria patie...
    Dinesh P. Mital, Shankar Srinivasan, Syed Haque, R...
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    FSKD
    2008
    Springer
    120views Fuzzy Logic» more  FSKD 2008»
    An Unsupervised Gaussian Mixture Classification Mechanism Based on Statistical Learning Analysis
    13 years 10 months ago
    An Unsupervised Gaussian Mixture Classification Mechanism Based on Statistical Learning Analysis
    Download  www.dice.ucl.ac.be
    This paper presents a scheme for unsupervised classification with Gaussian mixture models by means of statistical learning analysis. A Bayesian Ying-Yang harmony learning system a...
    Rui Nian, Guangrong Ji, Michel Verleysen
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