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Biclustering of Microarray Gene Expression Data (in English)
Rengeswaran Balamurugan; Annadasampalayam Mathaiyan Natarajan; Kandasamy Premalatha (Author)
·
Lap Lambert Academic Publishing
· Paperback
Biclustering of Microarray Gene Expression Data (in English) - Rengeswaran Balamurugan; Annadasampalayam Mathaiyan Natarajan; Kandasamy Premalatha
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Synopsis "Biclustering of Microarray Gene Expression Data (in English)"
Extracting meaningful information from gene expression data poses a great challenge to the community of researchers in the field of computation as well as to biologists. It is possible to determine the behavioral patterns of genes such as nature of their interaction, similarity of their behavior and so on, through the analysis of gene expression data.In order to identify various patterns from gene expression data, data mining techniques are essential. Major data mining techniques which can be applied for the analysis of gene expression data include clustering, classification, association rule mining etc. Clustering is an important data mining technique for the analysis of gene expression data. However clustering has some disadvantages. To overcome the problems associated with clustering, biclustering is introduced.
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The book is written in English.
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