Detecting intrinsic loops underlying data manifold

Detecting intrinsic loops underlying data manifold

Detecting intrinsic loop structures of a data manifold is the necessary prestep for the proper employment of the manifold learning techniques and of fundamental importance in the discovery of the essential representational features underlying the data lying on the loopy manifold. An effective strate...

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Bibliographic Details
Main Authors: Meng, D., Leung, Yee-Hong, Xu, Z.
Format: Journal Article
Published: IEEE Computer Society 2013
Online Access:http://hdl.handle.net/20.500.11937/56993

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