376 search results - page 46 / 76 » Supervised dimensionality reduction using mixture models |
150
Voted
NIPS
2004
15 years 4 months ago
2004
This paper investigates the effect of Kernel Principal Component Analysis (KPCA) within the classification framework, essentially the regularization properties of this dimensional...
134
Voted
SODA
2010
ACM
16 years 25 days ago
2010
ACM
We consider the problem of approximating a set P of n points in Rd by a j-dimensional subspace under the p measure, in which we wish to minimize the sum of p distances from each p...
127
Voted
GECCO
2004
Springer
15 years 8 months ago
2004
Springer
Two efficient clustering-based genetic algorithms are developed for the optimisation of reaction rate parameters in chemical kinetic modelling. The genetic algorithms employed are ...
128
Voted
IDEAL
2010
Springer
15 years 22 days ago
2010
Springer
: Covariance matrices capture correlations that are invaluable in modeling real-life datasets. Using all d2 elements of the covariance (in d dimensions) is costly and could result ...
150
Voted
MICCAI
2010
Springer
15 years 1 months ago
2010
Springer
Modeling and analyzing surgeries based on signals that are obtained automatically from the operating room (OR) is a field of recent interest. It can be valuable for analyzing and u...