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Identifying Non-redundant Gene Markers from Microarray Data: A Multiobjective Variable Length PSO-based Approach
Found in: IEEE/ACM Transactions on Computational Biology and Bioinformatics
By Anirban Mukhopadhyay,Monalisa Mandal
Issue Date:May 2014
pp. 1
Identifying relevant genes which are responsible for various types of cancer is an important problem. In this context, important genes refer to the marker genes which change their expression level in correlation with the risk or progression of a disease, o...
A PSO-based rank aggregation algorithm for ranking genes from microarray data
Found in: Proceedings of the 17th Panhellenic Conference on Informatics (PCI '13)
By Anirban Mukhopadhyay, Monalisa Mandal
Issue Date:September 2013
pp. 166-173
In microarray analysis, gene relevance is measured according to the level of differential expression of the gene and this level of differential expression decides the rank of that gene. Ranking the disease-related genes has major impact on disease classifi...