Machine learning and genome annotation: a match meant to be?

TitleMachine learning and genome annotation: a match meant to be?
Publication TypeJournal Article
Year of Publication2013
AuthorsYip KY, Cheng C, Gerstein M
JournalGenome Biol
Volume14
Issue5
Pagination205
Date Published2013
ISSN1465-6914
Abstract

By its very nature, genomics produces large, high-dimensional datasets that are well suited to analysis by machine learning approaches. Here, we explain some key aspects of machine learning that make it useful for genome annotation, with illustrative examples from ENCODE.

DOI10.1186/gb-2013-14-5-205
Alternate JournalGenome Biol.
PubMed ID23731483
PubMed Central IDPMC4053789
Research Reference: 
Gene Annotation