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What is Locally Linear Embedding (LLE)

Chapter 21
Encyclopedia of Information Science and Technology, Third Edition
An eigenvector method for solving the problem of nonlinear dimensionality reduction. The dimensionality reduction by LLE succeeds in identifying the underlying structure of the manifold.
Published in Chapter:
Machine Learning for Image Classification
Yu-Jin Zhang (Department of Electronic Engineering, Tsinghua University, China)
Copyright: © 2015 |Pages: 12
DOI: 10.4018/978-1-4666-5888-2.ch021
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