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    BMCBI
    2004
    158views more  BMCBI 2004»
    A novel Mixture Model Method for identification of differentially expressed genes from DNA microarray data
    13 years 7 months ago
    A novel Mixture Model Method for identification of differentially expressed genes from DNA microarray data
    Download  www.biomedcentral.com
    Background: The main goal in analyzing microarray data is to determine the genes that are differentially expressed across two types of tissue samples or samples obtained under two...
    Kayvan Najarian, Maryam Zaheri, Ali Ajdari Rad, Si...
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    BMCBI
    2004
    126views more  BMCBI 2004»
    Visualization and analysis of microarray and gene ontology data with treemaps
    13 years 7 months ago
    Visualization and analysis of microarray and gene ontology data with treemaps
    Download  www.biomedcentral.com
    Background: The increasing complexity of genomic data presents several challenges for biologists. Limited computer monitor views of data complexity and the dynamic nature of data ...
    Eric H. Baehrecke, Niem Dang, Ketan Babaria, Ben S...
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    CBMS
    2007
    IEEE
    395views Medical Imaging» more  CBMS 2007»
    Auto-Extraction, Representation and Integration of a Diabetes Ontology Using Bayesian Networks
    14 years 1 months ago
    Auto-Extraction, Representation and Integration of a Diabetes Ontology Using Bayesian Networks
    Download  seacoast.sunderland.ac.uk
    This paper describes how high level biological knowledge obtained from ontologies such as the Gene Ontology (GO) can be integrated with low level information extracted from a Baye...
    Kenneth McGarry, Sheila Garfield, Stefan Wermter
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    IJCAI
    2007
    271views Artificial Intelligence» more  IJCAI 2007»
    Integration of Hybrid Bio-Ontologies using Bayesian Networks for Knowledge Discovery
    13 years 9 months ago
    Integration of Hybrid Bio-Ontologies using Bayesian Networks for Knowledge Discovery
    Download  www.informatik.uni-hamburg.de
    This paper describes how high level biological knowledge obtained from ontologies such as the Gene Ontology (GO) can be integrated with low level information extracted from a Baye...
    Kenneth McGarry, Sheila Garfield, Nick Morris, Ste...
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    BMCBI
    2006
    142views more  BMCBI 2006»
    Improving the Performance of SVM-RFE to Select Genes in Microarray Data
    13 years 7 months ago
    Improving the Performance of SVM-RFE to Select Genes in Microarray Data
    Download  www.biomedcentral.com
    Background: Recursive Feature Elimination is a common and well-studied method for reducing the number of attributes used for further analysis or development of prediction models. ...
    Yuanyuan Ding, Dawn Wilkins
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