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    KES
    2008
    Springer
    191views Information Technology» more  KES 2008»
    Classification and Retrieval through Semantic Kernels
    13 years 8 months ago
    Classification and Retrieval through Semantic Kernels
    Download  www.di.uniba.it
    Abstract. This work proposes a family of language-independent semantic kernel functions defined for individuals in an ontology. This allows exploiting wellfounded kernel methods fo...
    Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
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    RECOMB
    2007
    Springer
    158views Computational Biology» more  RECOMB 2007»
    An Efficient and Accurate Graph-Based Approach to Detect Population Substructure
    14 years 9 months ago
    An Efficient and Accurate Graph-Based Approach to Detect Population Substructure
    Download  www.cs.cmu.edu
    Currently, large-scale projects are underway to perform whole genome disease association studies. Such studies involve the genotyping of hundreds of thousands of SNP markers. One o...
    Srinath Sridhar, Satish Rao, Eran Halperin
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    DMKD
    1997
    ACM
    308views Data Mining» more  DMKD 1997»
    A Fast Clustering Algorithm to Cluster Very Large Categorical Data Sets in Data Mining
    14 years 25 days ago
    A Fast Clustering Algorithm to Cluster Very Large Categorical Data Sets in Data Mining
    Download  www.cs.gsu.edu
    Partitioning a large set of objects into homogeneous clusters is a fundamental operation in data mining. The k-means algorithm is best suited for implementing this operation becau...
    Zhexue Huang
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    ICMLA
    2009
    208views Machine Learning» more  ICMLA 2009»
    ECON: A Kernel Basis Pursuit Algorithm with Automatic Feature Parameter Tuning, and its Application to Photometric Solids Approx
    13 years 6 months ago
    ECON: A Kernel Basis Pursuit Algorithm with Automatic Feature Parameter Tuning, and its Application to Photometric Solids Approx
    Download  www.grappa.univ-lille3.fr
    This paper introduces a new algorithm, namely the EquiCorrelation Network (ECON), to perform supervised classification, and regression. ECON is a kernelized LARS-like algorithm, b...
    Manuel Loth, Philippe Preux, Samuel Delepoulle, Ch...
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    MICCAI
    2008
    Springer
    161views Medical Imaging» more  MICCAI 2008»
    A Bayesian Approach for Liver Analysis: Algorithm and Validation Study
    14 years 9 months ago
    A Bayesian Approach for Liver Analysis: Algorithm and Validation Study
    Download  www.cs.huji.ac.il
    Abstract. We present a new method for the simultaneous, nearly automatic segmentation of liver contours, vessels, and metastatic lesions from abdominal CTA scans. The method repeat...
    Moti Freiman, Ofer Eliassaf, Yoav Taieb, Leo Jo...
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