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    SDM
    2007
    SIAM
    137views Data Mining» more  SDM 2007»
    Are approximation algorithms for consensus clustering worthwhile?
    13 years 6 months ago
    Are approximation algorithms for consensus clustering worthwhile?
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    Consensus clustering has emerged as one of the principal clustering problems in the data mining community. In recent years the theoretical computer science community has generated...
    Michael Bertolacci, Anthony Wirth
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    ALENEX
    2008
    142views Algorithms» more  ALENEX 2008»
    Consensus Clustering Algorithms: Comparison and Refinement
    13 years 6 months ago
    Consensus Clustering Algorithms: Comparison and Refinement
    Download  www.cs.ucdavis.edu
    Consensus clustering is the problem of reconciling clustering information about the same data set coming from different sources or from different runs of the same algorithm. Cast ...
    Andrey Goder, Vladimir Filkov
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    IPL
    2007
    96views more  IPL 2007»
    On constructing an optimal consensus clustering from multiple clusterings
    13 years 4 months ago
    On constructing an optimal consensus clustering from multiple clusterings
    Download  www.cs.uic.edu
    Computing a suitable measure of consensus among several clusterings on the same data is an important problem that arises in several areas such as computational biology and data mi...
    Piotr Berman, Bhaskar DasGupta, Ming-Yang Kao, Jie...
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    BMCBI
    2008
    132views more  BMCBI 2008»
    Computational cluster validation for microarray data analysis: experimental assessment of Clest, Consensus Clustering, Figure of
    13 years 4 months ago
    Computational cluster validation for microarray data analysis: experimental assessment of Clest, Consensus Clustering, Figure of
    Download  www.biomedcentral.com
    Background: Inferring cluster structure in microarray datasets is a fundamental task for the so-called -omic sciences. It is also a fundamental question in Statistics, Data Analys...
    Raffaele Giancarlo, Davide Scaturro, Filippo Utro
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    SDM
    2003
    SIAM
    183views Data Mining» more  SDM 2003»
    ApproxMAP: Approximate Mining of Consensus Sequential Patterns
    13 years 6 months ago
    ApproxMAP: Approximate Mining of Consensus Sequential Patterns
    Download  www.cs.unc.edu
    Conventional sequential pattern mining methods may meet inherent difficulties in mining databases with long sequences and noise. They may generate a huge number of short and trivi...
    Hye-Chung Kum, Jian Pei, Wei Wang 0010, Dean Dunca...
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