66 search results - page 1 / 14 » The Elastic Embedding Algorithm for Dimensionality Reduction |
ICML
2010
IEEE
13 years 6 months ago
2010
IEEE
We propose a new dimensionality reduction method, the elastic embedding (EE), that optimises an intuitive, nonlinear objective function of the low-dimensional coordinates of the d...
ICPR
2000
IEEE
13 years 9 months ago
2000
IEEE
A new efficient dynamic programming (DP) algorithm for 2D elastic matching is proposed. The present DP algorithm requires by far less complexity than previous DPbased elastic mat...
APPROX
2008
Springer
13 years 6 months ago
2008
Springer
ICML
2005
IEEE
14 years 5 months ago
2005
IEEE
Many unsupervised algorithms for nonlinear dimensionality reduction, such as locally linear embedding (LLE) and Laplacian eigenmaps, are derived from the spectral decompositions o...
CVPR
2005
IEEE
14 years 6 months ago
2005
IEEE
In the last decades, a large family of algorithms supervised or unsupervised; stemming from statistic or geometry theory have been proposed to provide different solutions to the p...