Flexible model-based joint probabilistic clustering of binary and continuous inputs and its application to genetic regulation and cancer

Clustering is used widely in ‘omics’ studies and is often tackled with standard methods such as hierarchical clustering or k-means which are limited to a single data type. In addition, these methods are further limited by having to select a cut-off point at specific level of dendrogram- a tree diagr...

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Bibliographic Details
Main Author: Binti Zainul Abidin, Fatin Nurzahirah
Other Authors: Westhead, David Robert ; Boyes, Joan
Published: University of Leeds 2017
Subjects:
570
Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.729461