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Shifting-and-scaling Correlation based Biclustering Algorithm
Found in: IEEE/ACM Transactions on Computational Biology and Bioinformatics
By Hasin Ahmed,Priyakshi Mahanta,Dhruba Bhattacharyya,Jugal Kalita
Issue Date:May 2014
pp. 1
The existence of various types of correlations among the expressions of a group of biologically significant genes poses challenges in developing effective methods of gene expression data analysis. The initial focus of computational biologists was to work w...
Discretization in gene expression data analysis: a selected survey
Found in: Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology (CCSEIT '12)
By Dhruba K. Bhattacharyya, Hasin Afzal Ahmed, Jugal K. Kalita, Priyakshi Mahanta
Issue Date:October 2012
pp. 69-75
Discretization techniques are widely used as preprocessing task in different classification techniques specially in the area of machine learning. These techniques have also been used as a preprocessing task for computational construction of regulatory netw...