SOMIX: Motifs Discovery in Gene Regulatory Sequences Using Self-Organizing Maps

We present a clustering algorithm called Self-organizing Map Neural Network with mixed signals discrimination (SOMIX), to discover binding sites in a set of regulatory regions. Our framework integrates a novel intra-node soft competitive procedure in each node model to achieve maximum discrimination...

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Bibliographic Details

Main Authors:	Lee, Nung Kion, Wang, Dianhui
Other Authors:	Kok, Wai Wong
Format:	Book Chapter
Language:	en
Published:	Springer Berlin Heidelberg 2010
Subjects:	QA Mathematics T Technology (General)
Online Access:	http://ir.unimas.my/id/eprint/11933/1/SOMIX_abstract.pdf http://ir.unimas.my/id/eprint/11933/ http://download.springer.com/static/pdf/117/chp%253A10.1007%252F978-3-642-17534-3_30.pdf?originUrl=http%3A%2F%2Flink.springer.com%2Fchapter%2F10.1007%2F978-3-642-17534-3_30&token2=exp=1462506828~acl=%2Fstatic%2Fpdf%2F117%2Fchp%25253A10.1007%25252F978-3-64
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