Robust locally linear embedding algorithm for machinery fault diagnosis

Locally linear embedding (LLE) is a classical nonlinear dimensionality reduction algorithm, and it has been widely used in machinery fault diagnosis. LLE reduces the dimensions of a data set only by exploring the geometry structure, that is, the geometry structure is one of the key factors for the e...

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Bibliographic Details

Published in:	Neurocomputing (Amsterdam) Vol. 273; pp. 323 - 332
Main Authors:	Zhang, Yansheng, Ye, Dong, Liu, Yuanhong
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 17.01.2018
Subjects:	Elastic Net Fault diagnosis l1 Regularization Least Angle Regression Local linear embedding Fault diagnosis Local linear embedding l1 Regularization Elastic Net Least Angle Regression
ISSN:	0925-2312, 1872-8286
Online Access:	Get full text
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