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Mining Quasi-Bicliques from HIV-1-Human Protein Interaction Network: A Multiobjective Biclustering Approach
Found in: IEEE/ACM Transactions on Computational Biology and Bioinformatics
By Ujjwal Maulik,Anirban Mukhopadhyay,Malay Bhattacharyya,Lars Kaderali,Benedikt Brors,Sanghamitra Bandyopadhyay,Roland Eils
Issue Date:March 2013
pp. 423-435
In this work, we model the problem of mining quasi-bicliques from weighted viral-host protein-protein interaction network as a biclustering problem for identifying strong interaction modules. In this regard, a multiobjective genetic algorithm-based biclust...
 
Global Biclustering of Microarray Data
Found in: Data Mining Workshops, International Conference on
By Thomas Wolf, Benedikt Brors, Thomas Hofmann, Elisabeth Georgii
Issue Date:December 2006
pp. 125-129
We consider the problem of simultaneously clustering genes and conditions of a gene expression data matrix. A bicluster is defined as a subset of genes that show similar behavior within a subset of conditions. Finding biclusters can be useful for revealing...
 
Mining Quasi-Bicliques from HIV-1-Human Protein Interaction Network: A Multiobjective Biclustering Approach
Found in: IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
By Anirban Mukhopadhyay, Benedikt Brors, Lars Kaderali, Malay Bhattacharyya, Roland Eils, Sanghamitra Bandyopadhyay, Ujjwal Maulik
Issue Date:March 2013
pp. 423-435
In this work, we model the problem of mining quasi-bicliques from weighted viral-host protein-protein interaction network as a biclustering problem for identifying strong interaction modules. In this regard, a multiobjective genetic algorithm-based biclust...
     
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