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    ISMB
    2004
    100views Computational Biology» more  ISMB 2004»
    Robust inference of groups in gene expression time-courses using mixtures of HMMs
    13 years 6 months ago
    Robust inference of groups in gene expression time-courses using mixtures of HMMs
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    Alexander Schliep, Christine Steinhoff, Alexander ...
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    ISMB
    2003
    88views Computational Biology» more  ISMB 2003»
    Using hidden Markov models to analyze gene expression time course data
    13 years 6 months ago
    Using hidden Markov models to analyze gene expression time course data
    Download  bioinformatics.rutgers.edu
    Alexander Schliep, Alexander Schönhuth, Chris...
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    BMCBI
    2008
    166views more  BMCBI 2008»
    Learning transcriptional regulatory networks from high throughput gene expression data using continuous three-way mutual informa
    13 years 5 months ago
    Learning transcriptional regulatory networks from high throughput gene expression data using continuous three-way mutual informa
    Download  www.biomedcentral.com
    Background: Probability based statistical learning methods such as mutual information and Bayesian networks have emerged as a major category of tools for reverse engineering mecha...
    Weijun Luo, Kurt D. Hankenson, Peter J. Woolf
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    BMCBI
    2006
    153views more  BMCBI 2006»
    Discovery of time-delayed gene regulatory networks based on temporal gene expression profiling
    13 years 5 months ago
    Discovery of time-delayed gene regulatory networks based on temporal gene expression profiling
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    Background: It is one of the ultimate goals for modern biological research to fully elucidate the intricate interplays and the regulations of the molecular determinants that prope...
    Xia Li, Shaoqi Rao, Wei Jiang, Chuanxing Li, Yun X...
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    BMCBI
    2007
    112views more  BMCBI 2007»
    Inferring biological functions and associated transcriptional regulators using gene set expression coherence analysis
    13 years 5 months ago
    Inferring biological functions and associated transcriptional regulators using gene set expression coherence analysis
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    Background: Gene clustering has been widely used to group genes with similar expression pattern in microarray data analysis. Subsequent enrichment analysis using predefined gene s...
    Tae-Min Kim, Yeun-Jun Chung, Mun-Gan Rhyu, Myeong ...
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