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    IJSI
    2008
    122views more  IJSI 2008»
    Mining Gene Expression Data using Domain Knowledge
    13 years 8 months ago
    Mining Gene Expression Data using Domain Knowledge
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    Biology is now an information-intensive science and various research areas, like molecular biology, evolutionary biology or environmental biology, heavily depend on the availabilit...
    Nicolas Pasquier, Claude Pasquier, Laurent Brisson...
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    NIPS
    2003
    133views Information Technology» more  NIPS 2003»
    ICA-based Clustering of Genes from Microarray Expression Data
    13 years 10 months ago
    ICA-based Clustering of Genes from Microarray Expression Data
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    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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    BMCBI
    2006
    136views more  BMCBI 2006»
    Metric for Measuring the Effectiveness of Clustering of DNA Microarray Expression
    13 years 8 months ago
    Metric for Measuring the Effectiveness of Clustering of DNA Microarray Expression
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    Background: The recent advancement of microarray technology with lower noise and better affordability makes it possible to determine expression of several thousand genes simultane...
    Raja Loganantharaj, Satish Cheepala, John Clifford
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    BMCBI
    2010
    108views more  BMCBI 2010»
    Comparison of scores for bimodality of gene expression distributions and genome-wide evaluation of the prognostic relevance of h
    13 years 8 months ago
    Comparison of scores for bimodality of gene expression distributions and genome-wide evaluation of the prognostic relevance of h
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    Background: A major goal of the analysis of high-dimensional RNA expression data from tumor tissue is to identify prognostic signatures for discriminating patient subgroups. For t...
    Birte Hellwig, Jan G. Hengstler, Marcus Schmidt, M...
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    BMCBI
    2010
    136views more  BMCBI 2010»
    A hub-attachment based method to detect functional modules from confidence-scored protein interactions and expression profiles
    13 years 8 months ago
    A hub-attachment based method to detect functional modules from confidence-scored protein interactions and expression profiles
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    Background: Many research results show that the biological systems are composed of functional modules. Members in the same module usually have common functions. This is useful inf...
    Chia-Hao Chin, Shu-Hwa Chen, Chin-Wen Ho, Ming-Tat...
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