Gene Function Prediction from Functional Association Networks Using Kernel Partial Least Squares Regression.

Gene Function Prediction from Functional Association Networks Using Kernel Partial Least Squares Regression.

With the growing availability of large-scale biological datasets, automated methods of extracting functionally meaningful information from this data are becoming increasingly important. Data relating to functional association between genes or proteins, such as co-expression or functional association...

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Bibliographic Details
Main Authors: Sonja Lehtinen, Jon Lees, Jürg Bähler, John Shawe-Taylor, Christine Orengo
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0134668&type=printable
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