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    CSB
    2005
    IEEE
    133views Bioinformatics» more  CSB 2005»
    Biological Pathway Prediction from Multiple Data Sources Using Iterative Bayesian Updating
    13 years 10 months ago
    Biological Pathway Prediction from Multiple Data Sources Using Iterative Bayesian Updating
    Download  users.soe.ucsc.edu
    There is a diversity of functional genomics data, such as gene expression data from microarray experiments, phenotypic data from gene deletion experiments, protein-protein interac...
    Corey Powell, Joshua M. Stuart
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    BIBM
    2008
    IEEE
    217views Bioinformatics» more  BIBM 2008»
    Combining Hierarchical Inference in Ontologies with Heterogeneous Data Sources Improves Gene Function Prediction
    13 years 11 months ago
    Combining Hierarchical Inference in Ontologies with Heterogeneous Data Sources Improves Gene Function Prediction
    Download  math.bu.edu
    The study of gene function is critical in various genomic and proteomic fields. Due to the availability of tremendous amounts of different types of protein data, integrating thes...
    Xiaoyu Jiang, Naoki Nariai, Martin Steffen, Simon ...
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    ICDM
    2006
    IEEE
    127views Data Mining» more  ICDM 2006»
    Predictive Integration of Gene Ontology-Driven Similarity and Functional Interactions
    13 years 10 months ago
    Predictive Integration of Gene Ontology-Driven Similarity and Functional Interactions
    Download  lhncbc.nlm.nih.gov
    There is a need to develop methods to automatically incorporate prior knowledge to support the prediction and validation of novel functional associations. One such important sourc...
    Francisco Azuaje, Haiying Wang, Huiru Zheng, Olivi...
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    BMCBI
    2006
    98views more  BMCBI 2006»
    In search of functional association from time-series microarray data based on the change trend and level of gene expression
    13 years 4 months ago
    In search of functional association from time-series microarray data based on the change trend and level of gene expression
    Download  www.biomedcentral.com
    Background: The increasing availability of time-series expression data opens up new possibilities to study functional linkages of genes. Present methods used to infer functional l...
    Feng He, An-Ping Zeng
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    ESANN
    2006
    96views Neural Networks» more  ESANN 2006»
    Selection of more than one gene at a time for cancer prediction from gene expression data
    13 years 6 months ago
    Selection of more than one gene at a time for cancer prediction from gene expression data
    Download  www.dice.ucl.ac.be
    A new gene selection method capable of selecting more than one gene at a time is introduced. This characteristic contrasts it with almost all known methods assuming that there are ...
    Oleg Okun, Nikolay G. Zagoruiko, Alexessander Alve...
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