791 search results - page 6 / 159 » Non-Linear Dimensionality Reduction |
ICBA
2004
Springer
15 years 9 months ago
2004
Springer
137
Voted
IGARSS
2009
15 years 1 months ago
2009
High-dimensional data such as hyperspectral imagery is traditionally acquired in full dimensionality before being reduced in dimension prior to processing. Conventional dimensiona...
130
Voted
NIPS
2007
15 years 5 months ago
2007
We present a novel linear clustering framework (DIFFRAC) which relies on a linear discriminative cost function and a convex relaxation of a combinatorial optimization problem. The...
162
Voted
NECO
2000
15 years 3 months ago
2000
We present a new method that we call Generalized Discriminant Analysis (GDA) to deal with nonlinear discriminant analysis using kernel function operator. The underlying theory is ...
153
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
We consider the problem of classification of a pattern from multiple compressed observations that are collected in a sensor network. In particular, we exploit the properties of r...