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The objective here is to find sub-matrices, i.e., maximal subgroups of genes and subgroups of conditions where the genes exhibit highly correlated activities over a range of conditions while maximizing the volume simultaneously. Since these two objectives are mutually conflicting, they become suitable candidates for multi-objective modeling. In this study, we will describe some recent literature on biclustering as well as a multi-objective evolutionary biclustering framework for gene expression data along with the experimental results.<\/jats:p>","DOI":"10.1145\/1183081.1183082","type":"journal-article","created":{"date-parts":[[2009,10,6]],"date-time":"2009-10-06T18:18:59Z","timestamp":1254853139000},"page":"1-12","update-policy":"http:\/\/dx.doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":21,"title":["Evolutionary biclustering of gene expressions"],"prefix":"10.1145","volume":"2006","author":[{"given":"Haider","family":"Banka","sequence":"first","affiliation":[{"name":"Center for Soft Computing Research: A National Facility, Indian Statistical Institute, Kolkata"}]},{"given":"Sushmita","family":"Mitra","sequence":"additional","affiliation":[{"name":"Machine Intelligence Unit, Indian Statistical Institute, Kolkata"}]}],"member":"320","published-online":{"date-parts":[[2006,10]]},"reference":[{"key":"e_1_2_1_1_1","unstructured":"{1} \"Special Issue on Bioinformatics \" IEEE Computer vol. 35 July 2002. {1} \"Special Issue on Bioinformatics \" IEEE Computer vol. 35 July 2002."},{"key":"e_1_2_1_2_1","volume-title":"Data Mining: Multimedia, Soft Computing, and Bioinformatics","author":"Mitra S.","year":"2003","unstructured":"{2} S. 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