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Pattern recognition, v.39 no.11, 2006년, pp.2233 - 2235
Zhao, Deli (Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, Shanghai 200240, China)
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AbstractLLE is a well-known method to nonlinear dimensionality reduction. In this short paper, we present an alternative way to formulate LLE. The alignment technique is exploited to align the local coordinates on the local patches of manifolds to be the global ones. The efficient computation of emb...
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H.Y. Zha, Z.Y. Zhang, Spectral analysis of alignment in manifold learning, Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.
〈http://www.cs.toronto.edu/∼roweis/lle/〉.
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