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    » Cluster Analysis of High-Dimensional Data: A Case Study
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    GFKL
    2005
    Springer
    141views Data Mining» more  GFKL 2005»
    On External Indices for Mixtures: Validating Mixtures of Genes
    14 years 1 months ago
    On External Indices for Mixtures: Validating Mixtures of Genes
    Download  algorithmics.molgen.mpg.de
    Mixture models represent results of gene expression cluster analysis in a more natural way than ’hard’ partitions. This is also true for the representation of gene labels, such...
    Ivan G. Costa, Alexander Schliep
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    BMCBI
    2011
    252views Artificial Intelligence» more  BMCBI 2011»
    A hierarchical Bayesian network approach for linkage disequilibrium modeling and data-dimensionality reduction prior to genome-w
    12 years 11 months ago
    A hierarchical Bayesian network approach for linkage disequilibrium modeling and data-dimensionality reduction prior to genome-w
    Download  www.biomedcentral.com
    Background: Discovering the genetic basis of common genetic diseases in the human genome represents a public health issue. However, the dimensionality of the genetic data (up to 1...
    Raphael Mourad, Christine Sinoquet, Philippe Leray
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    SDM
    2008
    SIAM
    176views Data Mining» more  SDM 2008»
    A General Model for Multiple View Unsupervised Learning
    13 years 9 months ago
    A General Model for Multiple View Unsupervised Learning
    Download  www.cs.binghamton.edu
    Multiple view data, which have multiple representations from different feature spaces or graph spaces, arise in various data mining applications such as information retrieval, bio...
    Bo Long, Philip S. Yu, Zhongfei (Mark) Zhang
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    BMCBI
    2006
    165views more  BMCBI 2006»
    Validation and functional annotation of expression-based clusters based on gene ontology
    13 years 8 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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    TITB
    2010
    148views Education» more  TITB 2010»
    Coclustering for cross-subject fiber tract analysis through diffusion tensor imaging
    13 years 2 months ago
    Coclustering for cross-subject fiber tract analysis through diffusion tensor imaging
    Download  www.cs.wayne.edu
    Abstract--One of the fundamental goals of computational neuroscience is the study of anatomical features that reflect the functional organization of the brain. The study of physica...
    Cui Lin, Darshan Pai, Shiyong Lu, Otto Muzik, Jing...
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