IEEE - Institute of Electrical and Electronics Engineers, Inc. - Active Neighborhood Selection for Locally Linear Embedding

2009 Second International Symposium on Knowledge Acquisition and Modeling (KAM)

Author(s): Xiumin Yu ; Hongyu Li
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 November 2009
Conference Location: Wuhan, China, China
Conference Date: 30 November 2009
Volume: 2
Page(s): 219 - 222
ISBN (Paper): 978-0-7695-3888-4
DOI: 10.1109/KAM.2009.51
Regular:

In this paper, we propose metric locally linear embedding (LLE) to handling the problem of multiple manifolds through learning neighborhood. LLE succeeds in extracting the low-dimensional... View More

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