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    » The Growing Hierarchical Self-Organizing Map
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    ICDM
    2003
    IEEE
    101views Data Mining» more  ICDM 2003»
    Interactive Visualization and Navigation in Large Data Collections using the Hyperbolic Space
    15 years 5 months ago
    Interactive Visualization and Navigation in Large Data Collections using the Hyperbolic Space
    Download  www.techfak.uni-bielefeld.de
    We propose the combination of two recently introduced methods for the interactive visual data mining of large collections of data. Both, Hyperbolic Multi-Dimensional Scaling (HMDS...
    Jörg A. Walter, Jörg Ontrup, Daniel Wess...
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    IDA
    1998
    Springer
    171views Information Technology» more  IDA 1998»
    Self-Organized-Expert Modular Network for Classification of Spatiotemporal Sequences
    14 years 11 months ago
    Self-Organized-Expert Modular Network for Classification of Spatiotemporal Sequences
    Download  www.kddresearch.org
    We investigate a form of modular neural network for classification with (a) pre-separated input vectors entering its specialist (expert) networks, (b) specialist networks which ar...
    Sylvian R. Ray, William H. Hsu
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    ICANN
    2005
    Springer
    151views Neural Networks» more  ICANN 2005»
    Content-Based Retrieval of Web Pages and Other Hierarchical Objects with Self-organizing Maps
    15 years 5 months ago
    Content-Based Retrieval of Web Pages and Other Hierarchical Objects with Self-organizing Maps
    Download  www.cis.hut.fi
    We propose a content-based information retrieval (CBIR) method that models known relationships between multimedia objects as a hierarchical tree-structure incorporating additional ...
    Mats Sjöberg, Jorma Laaksonen
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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 6 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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    SAC
    2005
    ACM
    102views Applied Computing» more  SAC 2005»
    Organizing and visualizing software repositories using the growing hierarchical self-organizing map
    15 years 5 months ago
    Organizing and visualizing software repositories using the growing hierarchical self-organizing map
    Download  www.iis.sinica.edu.tw
    Songsri Tangsripairoj, Mansur H. Samadzadeh
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