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    CORR
    2004
    Springer
    180views Education» more  CORR 2004»
    Self-Organized Stigmergic Document Maps: Environment as a Mechanism for Context Learning
    14 years 9 months ago
    Self-Organized Stigmergic Document Maps: Environment as a Mechanism for Context Learning
    Download  www.chemoton.org
    Social insect societies and more specifically ant colonies, are distributed systems that, in spite of the simplicity of their individuals, present a highly structured social organi...
    Vitorino Ramos, Juan J. Merelo Guervós
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    NN
    2006
    Springer
    113views Neural Networks» more  NN 2006»
    Large-scale data exploration with the hierarchically growing hyperbolic SOM
    14 years 9 months ago
    Large-scale data exploration with the hierarchically growing hyperbolic SOM
    Download  ani.www.techfak.uni-bielefeld.de
    We introduce the Hierarchically Growing Hyperbolic Self-Organizing Map (H2 SOM) featuring two extensions of the HSOM (hyperbolic SOM): (i) a hierarchically growing variant that al...
    Jörg Ontrup, Helge Ritter
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    IJON
    2000
    52views more  IJON 2000»
    Hierarchical clustering of self-organizing maps for cloud classification
    14 years 9 months ago
    Hierarchical clustering of self-organizing maps for cloud classification
    Download  cedric.cnam.fr
    Christophe Ambroise, Geniève Sèze, F...
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    JDCTA
    2010
    464views more  JDCTA 2010»
    A New Agglomerative Hierarchical Clustering Algorithm Implementation based on the Map Reduce Framework
    14 years 4 months ago
    A New Agglomerative Hierarchical Clustering Algorithm Implementation based on the Map Reduce Framework
    Download  www.aicit.org
    Text clustering is one of the difficult and hot research fields in the text mining research. Combing Map Reduce framework and the neuron initialization method of VPSOM (vector pre...
    Hui Gao, Jun Jiang, Li She, Yan Fu
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    ICIAP
    2007
    ACM
    128views Image Processing» more  ICIAP 2007»
    Transformation invariant SOM clustering in Document Image Analysis
    15 years 9 months ago
    Transformation invariant SOM clustering in Document Image Analysis
    Download  www.dsi.unifi.it
    In this paper, we propose the combination of the Self Organizing Map (SOM) and of the tangent distance for effective clustering in Document Image Analysis. The proposed model (SOM...
    Simone Marinai, Emanuele Marino, Giovanni Soda
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