| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 10361765 | Pattern Recognition Letters | 2011 | 7 Pages |
Abstract
⺠We propose a new method for automatically computing the number of neighbors in LLE. ⺠We analyze the global and local properties of the embedding results. ⺠We study manifolds where the density and the intrinsic dimensionality of the neighborhoods are variable. ⺠Artificial and real-world datasets were tested.
Related Topics
Physical Sciences and Engineering
Computer Science
Computer Vision and Pattern Recognition
Authors
Andrés Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Germán Castellanos-DomÃnguez,