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Towards knowledge-based gene expression data mining

Riccado Bellazzi and Blaz Zupan (2007) Towards knowledge-based gene expression data mining. Journal of Biomedical Informatics, 40 (6). pp. 787-802.

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    The field of gene expression data analysis has grown in the past few years from being purely data-centric to integrative, aiming at complementing microarray analysis with data and knowledge from diverse available sources. In this review, we report on the plethora of gene expression data mining techniques and focus on their evolution toward knowledge-based data analysis approaches. In particular, we discuss recent developments in gene expression-based analysis methods used in association and classification studies, phenotyping and reverse engineering of gene networks.

    Item Type: Article
    Keywords: gene expression, knowledge-based data analysis, data mining, gene networks
    Institution: University of Ljubljana
    Department: Faculty of Computer and Information Science
    Item ID: 993
    Date Deposited: 01 Jan 2010 20:03
    Last Modified: 13 Aug 2011 00:36
    URI: http://eprints.fri.uni-lj.si/id/eprint/993

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