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    RECOMB
    2000
    Springer
    131views Computational Biology» more  RECOMB 2000»
    Using Bayesian networks to analyze expression data
    13 years 7 months ago
    Using Bayesian networks to analyze expression data
    Download  www.cs.huji.ac.il
    DNA hybridization arrays simultaneously measure the expression level for thousands of genes. These measurements provide a "snapshot" of transcription levels within the c...
    Nir Friedman, Michal Linial, Iftach Nachman, Dana ...
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    BMCBI
    2006
    239views more  BMCBI 2006»
    Applying dynamic Bayesian networks to perturbed gene expression data
    13 years 4 months ago
    Applying dynamic Bayesian networks to perturbed gene expression data
    Download  www.biomedcentral.com
    Background: A central goal of molecular biology is to understand the regulatory mechanisms of gene transcription and protein synthesis. Because of their solid basis in statistics,...
    Norbert Dojer, Anna Gambin, Andrzej Mizera, Bartek...
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    BMCBI
    2007
    146views more  BMCBI 2007»
    Bayesian hierarchical model for transcriptional module discovery by jointly modeling gene expression and ChIP-chip data
    13 years 4 months ago
    Bayesian hierarchical model for transcriptional module discovery by jointly modeling gene expression and ChIP-chip data
    Download  www.biomedcentral.com
    Background: Transcriptional modules (TM) consist of groups of co-regulated genes and transcription factors (TF) regulating their expression. Two high-throughput (HT) experimental ...
    Xiangdong Liu, Walter J. Jessen, Siva Sivaganesan,...
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    BIOCOMP
    2006
    233views Bioinformatics» more  BIOCOMP 2006»
    Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM) for Modeling of Gene Network from Time Series Gene
    13 years 5 months ago
    Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM) for Modeling of Gene Network from Time Series Gene
    Download  ww1.ucmss.com
    Exploring gene regulatory network is a key topic in molecular biology. In this paper, we present a new dynamic Bayesian network (DBN) framework embedded with structural expectatio...
    Yu Zhang, Zhidong Deng, Hongshan Jiang, Peifa Jia
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    TCSV
    2008
    161views more  TCSV 2008»
    Dynamic Facial Expression Analysis and Synthesis With MPEG-4 Facial Animation Parameters
    13 years 4 months ago
    Dynamic Facial Expression Analysis and Synthesis With MPEG-4 Facial Animation Parameters
    Download  www.ecse.rpi.edu
    This paper describes a probabilistic framework for faithful reproduction of dynamic facial expressions on a synthetic face model with MPEG-4 facial animation parameters (FAPs) whil...
    Yongmian Zhang, Qiang Ji, Zhiwei Zhu, Beifang Yi
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