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    CSB
    2004
    IEEE
    136views Bioinformatics» more  CSB 2004»
    Minimum Entropy Clustering and Applications to Gene Expression Analysis
    13 years 12 months ago
    Minimum Entropy Clustering and Applications to Gene Expression Analysis
    Download  alumni.cs.ucr.edu
    Clustering is a common methodology for analyzing the gene expression data. In this paper, we present a new clustering algorithm from an information-theoretic point of view. First,...
    Haifeng Li, Keshu Zhang, Tao Jiang
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    ISMB
    2000
    189views Computational Biology» more  ISMB 2000»
    Mining for Putative Regulatory Elements in the Yeast Genome Using Gene Expression Data
    13 years 9 months ago
    Mining for Putative Regulatory Elements in the Yeast Genome Using Gene Expression Data
    Download  cbit.snu.ac.kr
    We have developed a set of methods and tools for automatic discovery of putative regulatory signals in genome sequences. The analysis pipeline consists of gene expression data clu...
    Jaak Vilo, Alvis Brazma, Inge Jonassen, Alan J. Ro...
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    JCB
    2002
    160views more  JCB 2002»
    Inference from Clustering with Application to Gene-Expression Microarrays
    13 years 7 months ago
    Inference from Clustering with Application to Gene-Expression Microarrays
    Download  www.vision.ime.usp.br
    There are many algorithms to cluster sample data points based on nearness or a similarity measure. Often the implication is that points in different clusters come from different u...
    Edward R. Dougherty, Junior Barrera, Marcel Brun, ...
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    BMCBI
    2006
    173views more  BMCBI 2006»
    Kernel-based distance metric learning for microarray data classification
    13 years 8 months ago
    Kernel-based distance metric learning for microarray data classification
    Download  www.biomedcentral.com
    Background: The most fundamental task using gene expression data in clinical oncology is to classify tissue samples according to their gene expression levels. Compared with tradit...
    Huilin Xiong, Xue-wen Chen
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    DMKD
    2003
    ACM
    149views Data Mining» more  DMKD 2003»
    Clustering gene expression data in SQL using locally adaptive metrics
    14 years 1 months ago
    Clustering gene expression data in SQL using locally adaptive metrics
    Download  elvis.slis.indiana.edu
    Dimitris Papadopoulos, Carlotta Domeniconi, Dimitr...
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