Locally Linear Embedding: a Review

@article{Chen2011LocallyLE,
  title={Locally Linear Embedding: a Review},
  author={Jing Chen and Zhengming Ma},
  journal={IJPRAI},
  year={2011},
  volume={25},
  pages={985-1008}
}
The goal of nonlinear dimensionality reduction is to ̄nd the meaningful low dimensional structure of the nonlinear manifold from the high dimensional data. As a classic method of nonlinear dimensional reduction, locally linear embedding (LLE) is more and more attractive to researchers due to its ability to deal with large amounts of high dimensional data… CONTINUE READING