Continuum Isomap for manifold learnings

descriptionPublicationkeyboard_double_arrow_right Article 01 Sep 2007 English Publisher:Elsevier BVJournal:Computational Statistics & Data Analysis, volume 52, pages 184-200 (issn: 0167-9473,

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Authors: Hongyuan Zha; Zhenyue Zhang;

doi: 10.1016/j.csda.2006.11.027

Continuum Isomap for manifold learnings

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Abstract

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Related Organizations

Zhejiang Ocean University
China (People's Republic of)
Georgia Institute of Technology
United States

Keywords

nonlinear dimension reduction, manifold learning, continuum isomap, perturbation analysis, Computational methods for problems pertaining to statistics, Statistics on manifolds, isometric embedding

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