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    ESANN
    2004
    112views Neural Networks» more  ESANN 2004»
    Clustering functional data with the SOM algorithm
    13 years 9 months ago
    Clustering functional data with the SOM algorithm
    Download  apiacoa.org
    Abstract. In many situations, high dimensional data can be considered as sampled functions. We show in this paper how to implement a Self-Organizing Map (SOM) on such data by appro...
    Fabrice Rossi, Brieuc Conan-Guez, Aïcha El Go...
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    JDCTA
    2010
    464views more  JDCTA 2010»
    A New Agglomerative Hierarchical Clustering Algorithm Implementation based on the Map Reduce Framework
    13 years 2 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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    BMCBI
    2010
    164views more  BMCBI 2010»
    Merged consensus clustering to assess and improve class discovery with microarray data
    13 years 5 months ago
    Merged consensus clustering to assess and improve class discovery with microarray data
    Download  www.biomedcentral.com
    Background: One of the most commonly performed tasks when analysing high throughput gene expression data is to use clustering methods to classify the data into groups. There are a...
    T. Ian Simpson, J. Douglas Armstrong, Andrew P. Ja...
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    ICTAI
    2007
    IEEE
    90views Artificial Intelligence» more  ICTAI 2007»
    k-Attractors: A Clustering Algorithm for Software Measurement Data Analysis
    14 years 2 months ago
    k-Attractors: A Clustering Algorithm for Software Measurement Data Analysis
    Download  www.cs.man.ac.uk
    Yiannis Kanellopoulos, Panagiotis Antonellis, Chri...
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    IDEAL
    2004
    Springer
    116views Intelligent Agents» more  IDEAL 2004»
    DESCRY: A Density Based Clustering Algorithm for Very Large Data Sets
    14 years 1 months ago
    DESCRY: A Density Based Clustering Algorithm for Very Large Data Sets
    Download  dns2.icar.cnr.it
    Fabrizio Angiulli, Clara Pizzuti, Massimo Ruffolo
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