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    » Gene Expression Clustering with Functional Mixture Models
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    CIBCB
    2005
    IEEE
    80views Computational Biology» more  CIBCB 2005»
    A Transcriptional Approach to Gene Clustering
    13 years 9 months ago
    A Transcriptional Approach to Gene Clustering
    Download  www.tagkopouloslab.cs.ucdavis.edu
    — We present an integrative method for clustering coregulated genes and elucidating their underlying regulatory mechanisms. We use multi-state partition functions and thermodynam...
    Ilias Tagkopoulos
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    BMCBI
    2006
    165views more  BMCBI 2006»
    Validation and functional annotation of expression-based clusters based on gene ontology
    13 years 7 months ago
    Validation and functional annotation of expression-based clusters based on gene ontology
    Download  www.biomedcentral.com
    Background: The biological interpretation of large-scale gene expression data is one of the paramount challenges in current bioinformatics. In particular, placing the results in t...
    Ralf Steuer, Peter Humburg, Joachim Selbig
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    BMCBI
    2007
    134views more  BMCBI 2007»
    Nearest Neighbor Networks: clustering expression data based on gene neighborhoods
    13 years 8 months ago
    Nearest Neighbor Networks: clustering expression data based on gene neighborhoods
    Download  www.biomedcentral.com
    Background: The availability of microarrays measuring thousands of genes simultaneously across hundreds of biological conditions represents an opportunity to understand both indiv...
    Curtis Huttenhower, Avi I. Flamholz, Jessica N. La...
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    APBC
    2004
    138views Bioinformatics» more  APBC 2004»
    Whole-Genome Functional Classification of Genes by Latent Semantic Analysis on Microarray Data
    13 years 9 months ago
    Whole-Genome Functional Classification of Genes by Latent Semantic Analysis on Microarray Data
    Download  crpit.com
    Quantitative simultaneous monitoring of the expression levels of thousands of genes under various experimental conditions is now possible using microarray experiments. The resulti...
    See-Kiong Ng, Zexuan Zhu, Yew-Soon Ong
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    SAC
    2008
    ACM
    80views Applied Computing» more  SAC 2008»
    Curve prediction and clustering with mixtures of Gaussian process functional regression models
    13 years 7 months ago
    Curve prediction and clustering with mixtures of Gaussian process functional regression models
    Download  www.staff.ncl.ac.uk
    J. Q. Shi, B. Wang
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