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    ICPR
    2008
    IEEE
    172views Computer Vision» more  ICPR 2008»
    Gene function prediction using protein domain probability and hierarchical Gene Ontology information
    13 years 11 months ago
    Gene function prediction using protein domain probability and hierarchical Gene Ontology information
    Download  figment.cse.usf.edu
    The Gene Ontology (GO) is a controlled vocabulary of terms to describe protein functions. It also includes a hierarchical description of the relationships among the terms in the f...
    Jaehee Jung, Michael R. Thon
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    JMLR
    2010
    133views more  JMLR 2010»
    Hierarchical Cost-Sensitive Algorithms for Genome-Wide Gene Function Prediction
    12 years 11 months ago
    Hierarchical Cost-Sensitive Algorithms for Genome-Wide Gene Function Prediction
    Download  jmlr.csail.mit.edu
    In this work we propose new ensemble methods for the hierarchical classification of gene functions. Our methods exploit the hierarchical relationships between the classes in diffe...
    Nicolò Cesa-Bianchi, Giorgio Valentini
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    BMCBI
    2010
    109views more  BMCBI 2010»
    Predicting gene function using hierarchical multi-label decision tree ensembles
    13 years 5 months ago
    Predicting gene function using hierarchical multi-label decision tree ensembles
    Download  www.biomedcentral.com
    Background: S. cerevisiae, A. thaliana and M. musculus are well-studied organisms in biology and the sequencing of their genomes was completed many years ago. It is still a challe...
    Leander Schietgat, Celine Vens, Jan Struyf, Hendri...
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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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    BIOINFORMATICS
    2006
    67views more  BIOINFORMATICS 2006»
    Hierarchical multi-label prediction of gene function
    13 years 5 months ago
    Hierarchical multi-label prediction of gene function
    Download  function.princeton.edu
    Zafer Barutçuoglu, Robert E. Schapire, Olga...
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