Incremental Hessian Locally Linear Embedding algorithm

In this paper we propose an incremental version of Hessian locally linear embedding (HLLE) on the basis of incremental locally linear embedding (LLE) generalizations. The main idea behind our algorithm is to produce a lower dimension representation of a high-dimensional manifold such that the signif...

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Bibliographic Details

Published in:	2007 9th International Symposium on Signal Processing and Its Applications : Sharjah, United Arab Emirates, 12-15 February 2007 pp. 1 - 4
Main Authors:	Abdel-Mannan, O., Ben Hamza, A., Youssef, A.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.02.2007
Subjects:	Data engineering Data mining Data structures Data visualization Eigenvalues and eigenfunctions Information systems Laplace equations Manifolds Pattern recognition Systems engineering and theory
ISBN:	9781424407781, 1424407788
Online Access:	Get full text
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