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Biclustering of Microarray Gene Expression Data :

Biclustering of Microarray Gene Expression Data :

von Balamurugan Rengeswaran, Natarajan Annadasampalayam Mathaiyan und Premalatha Kandasamy
Softcover - 9783659746390
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Beschreibung

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.

With Heuristic Approach

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 23. Juni 2015
Maße 22 cm x 15 cm x 0.4 cm
Gewicht 102 Gramm
Format Softcover
ISBN-13 9783659746390
Seiten 56