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    CSB
    2005
    IEEE
    133views Bioinformatics» more  CSB 2005»
    Investigation into Biomedical Literature Classification Using Support Vector Machines
    13 years 10 months ago
    Investigation into Biomedical Literature Classification Using Support Vector Machines
    Download  www.cc.gatech.edu
    Specific topic search in the PubMed Database, one of the most important information resources for scientific community, presents a big challenge to the users. The researcher typic...
    Nalini Polavarapu, Shamkant B. Navathe, Ramprasad ...
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    BMCBI
    2005
    251views more  BMCBI 2005»
    Contextual weighting for Support Vector Machines in literature mining: an application to gene versus protein name disambiguation
    13 years 4 months ago
    Contextual weighting for Support Vector Machines in literature mining: an application to gene versus protein name disambiguation
    Download  www.biomedcentral.com
    Background: The ability to distinguish between genes and proteins is essential for understanding biological text. Support Vector Machines (SVMs) have been proven to be very effici...
    Tapio Pahikkala, Filip Ginter, Jorma Boberg, Jouni...
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    BMCBI
    2005
    136views more  BMCBI 2005»
    Gene/protein name recognition based on support vector machine using dictionary as features
    13 years 4 months ago
    Gene/protein name recognition based on support vector machine using dictionary as features
    Download  www.biomedcentral.com
    Background: Automated information extraction from biomedical literature is important because a vast amount of biomedical literature has been published. Recognition of the biomedic...
    Tomohiro Mitsumori, Sevrani Fation, Masaki Murata,...
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    BMCBI
    2008
    153views more  BMCBI 2008»
    GAPscreener: An automatic tool for screening human genetic association literature in PubMed using the support vector machine tec
    13 years 4 months ago
    GAPscreener: An automatic tool for screening human genetic association literature in PubMed using the support vector machine tec
    Download  www.biomedcentral.com
    Background: Synthesis of data from published human genetic association studies is a critical step in the translation of human genome discoveries into health applications. Although...
    Wei Yu, Melinda Clyne, Siobhan M. Dolan, Ajay Yesu...
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    KAIS
    2006
    121views more  KAIS 2006»
    Using discriminant analysis for multi-class classification: an experimental investigation
    13 years 4 months ago
    Using discriminant analysis for multi-class classification: an experimental investigation
    Download  users.cis.fiu.edu
    Abstract. Many supervised machine learning tasks can be cast as multi-class classification problems. Support vector machines (SVMs) excel at binary classification problems, but the...
    Tao Li, Shenghuo Zhu, Mitsunori Ogihara
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