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International Journal of Biomedical Data Mining

International Journal of Biomedical Data Mining
Open Access

ISSN: 2090-4924

Haithem Aouabed

Haithem Aouabed
Laboratory of Technologies of Information and Communication and Electrical Engineering (LaTICE), National High School of Engineers of Tunis (ENSIT),
Tunisia

Publications

  • Research Article
    Biclustering Impact in Biomedical Sciences via Literature Mining
    Author(s): Haithem Aouabed, Rodrigo Santamaria and Mourad ElloumiHaithem Aouabed, Rodrigo Santamaria and Mourad Elloumi

    Biclustering algorithms have matured from their initial applications in bioinformatics, evolving towards different approaches and bicluster definitions, which makes sometimes hard for the analyst to determine which one of the available algorithms best fits her problem. As a way of benchmarking these algorithms, several quality measures have been proposed in literature. Such measures cover numerical aspects related to the accuracy, the recovery power or the capability of retrieving previous biomedical knowledge. However, biclustering apparently remains as an uncommon option for biomedicine analysis. Here we review the impact of biclustering algorithms in biomedicine and bioinformatics with the object of measuring and understanding non-numerical aspects of biclustering algorithms focusing on citation-based statistics that can be relevant for their application on the domain. In.. Read More»
    DOI: 10.4172/2090-4924.1000134

    Abstract PDF

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