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Biclustering of Microarray Gene Expression Data :: With Heuristic Approach

Biclustering of Microarray Gene Expression Data :: With Heuristic Approach

Autorzy
Wydawnictwo LAP Lambert Academic Publishing
Data wydania
Liczba stron 56
Forma publikacji książka w miękkiej oprawie
Język angielski
ISBN 9783659746390
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Opis książki

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.

Biclustering of Microarray Gene Expression Data :: With Heuristic Approach

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