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    » Classes and clusters in data analysis
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    CSB
    2005
    IEEE
    205views Bioinformatics» more  CSB 2005»
    Fractal Clustering for Microarray Data Analysis
    15 years 3 months ago
    Fractal Clustering for Microarray Data Analysis
    Download  conferences.computer.org
    DNA microarray experiments generate a substantial amount of information about global gene expression. Gene expression profiles can be represented as points in multi-dimensional sp...
    Lu-Yong Wang, Ammaiappan Balasubramanian, Amit Cha...
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    SDM
    2004
    SIAM
    212views Data Mining» more  SDM 2004»
    Clustering with Bregman Divergences
    14 years 11 months ago
    Clustering with Bregman Divergences
    Download  jmlr.csail.mit.edu
    A wide variety of distortion functions, such as squared Euclidean distance, Mahalanobis distance, Itakura-Saito distance and relative entropy, have been used for clustering. In th...
    Arindam Banerjee, Srujana Merugu, Inderjit S. Dhil...
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    SDM
    2009
    SIAM
    114views Data Mining» more  SDM 2009»
    On the Comparison of Relative Clustering Validity Criteria.
    15 years 7 months ago
    On the Comparison of Relative Clustering Validity Criteria.
    Download  www.siam.org
    Many different relative clustering validity criteria exist that are very useful in practice as quantitative measures for evaluating the quality of data partitions, and new criter...
    Lucas Vendramin, Ricardo J. G. B. Campello, Eduard...
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    FSS
    2008
    130views more  FSS 2008»
    A fuzzy k-partitions model for categorical data and its comparison to the GoM model
    14 years 9 months ago
    A fuzzy k-partitions model for categorical data and its comparison to the GoM model
    Download  www2.math.cycu.edu.tw
    The grade of membership (GoM) model uses fuzzy sets as memberships of each individual to extreme profiles (or classes) on the likelihood function of multivariate multinomial distr...
    Miin-Shen Yang, Yu-Hsuan Chiang, Chiu-Chi Chen, Ch...
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    IPPS
    2000
    IEEE
    93views Distributed And Parallel Com...» more  IPPS 2000»
    Scalable Parallel Clustering for Data Mining on Multicomputers
    15 years 2 months ago
    Scalable Parallel Clustering for Data Mining on Multicomputers
    Download  ipdps.cc.gatech.edu
    This paper describes the design and implementation on MIMD parallel machines of P-AutoClass, a parallel version of the AutoClass system based upon the Bayesian method for determini...
    D. Foti, D. Lipari, Clara Pizzuti, Domenico Talia
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