Biclustering of Microarray Gene Expression Data :: With Heuristic Approach - Softcover

Rengeswaran, Balamurugan; Annadasampalayam Mathaiyan, Natarajan; Kandasamy, Premalatha

 
9783659746390: Biclustering of Microarray Gene Expression Data :: With Heuristic Approach
Softcover
ISBN 10: 3659746398 ISBN 13: 9783659746390
Verlag: LAP LAMBERT Academic Publishing, 2015

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

Balamurugan R received the B.E. and M.E. degree in Computer Science and Engineering in 2010 and 2012 from Anna University. He has completed his Ph.D in Information and Communication Engineering in JAN-2016 from Anna University. His areas of interest include data mining and meta-heuristic optimization techniques.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2015
Sprache
Englisch
ISBN 10 
3659746398
ISBN 13 
9783659746390
Einband
Taschenbuch
Anzahl der Seiten
56
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar