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    CSB
    2005
    IEEE
    205views Bioinformatics» more  CSB 2005»
    Fractal Clustering for Microarray Data Analysis
    13 years 12 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
    187views Data Mining» more  SDM 2004»
    Minimum Sum-Squared Residue Co-Clustering of Gene Expression Data
    13 years 7 months ago
    Minimum Sum-Squared Residue Co-Clustering of Gene Expression Data
    Download  www.cs.utexas.edu
    Microarray experiments have been extensively used for simultaneously measuring DNA expression levels of thousands of genes in genome research. A key step in the analysis of gene e...
    Hyuk Cho, Inderjit S. Dhillon, Yuqiang Guan, Suvri...
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    NIPS
    2003
    133views Information Technology» more  NIPS 2003»
    ICA-based Clustering of Genes from Microarray Expression Data
    13 years 7 months ago
    ICA-based Clustering of Genes from Microarray Expression Data
    Download  books.nips.cc
    We propose an unsupervised methodology using independent component analysis (ICA) to cluster genes from DNA microarray data. Based on an ICA mixture model of genomic expression pa...
    Su-In Lee, Serafim Batzoglou
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    KDD
    2005
    ACM
    137views Data Mining» more  KDD 2005»
    Pattern-based similarity search for microarray data
    14 years 6 months ago
    Pattern-based similarity search for microarray data
    Download  www.cs.sfu.ca
    One fundamental task in near-neighbor search as well as other similarity matching efforts is to find a distance function that can efficiently quantify the similarity between two o...
    Haixun Wang, Jian Pei, Philip S. Yu
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    BMCBI
    2008
    160views more  BMCBI 2008»
    A comparison of four clustering methods for brain expression microarray data
    13 years 6 months ago
    A comparison of four clustering methods for brain expression microarray data
    Download  www.biomedcentral.com
    Background: DNA microarrays, which determine the expression levels of tens of thousands of genes from a sample, are an important research tool. However, the volume of data they pr...
    Alexander L. Richards, Peter Holmans, Michael C. O...
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