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    » Growing Hierarchical Self-Organizing Maps for Web Mining
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    CMMR
    2004
    Springer
    110views Music» more  CMMR 2004»
    A Self-Organizing Map Based Knowledge Discovery for Music Recommendation Systems
    13 years 10 months ago
    A Self-Organizing Map Based Knowledge Discovery for Music Recommendation Systems
    Download  www.dfki.uni-kl.de
    Abstract. In this paper, we present an approach for musical artist recommendation based on Self-Organizing Maps (SOMs) of artist reviews from Amazon web site. The Amazon reviews fo...
    Shankar Vembu, Stephan Baumann
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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
    13 years 10 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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    ICANN
    2005
    Springer
    151views Neural Networks» more  ICANN 2005»
    Content-Based Retrieval of Web Pages and Other Hierarchical Objects with Self-organizing Maps
    13 years 10 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
    12 years 11 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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    SEDE
    2007
    128views Software Engineering» more  SEDE 2007»
    Self-organizing map based web pages clustering using web logs
    13 years 6 months ago
    Self-organizing map based web pages clustering using web logs
    Download  www.itk.ilstu.edu
    A Web-based business always wants to have the ability to track users’ browsing behavior history. This ability can be achieved by using Web log mining technologies. In this paper...
    Dehu Qi, Chung-Chih Li
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