1224 search results - page 55 / 245 » On the Optimality of the Dimensionality Reduction Method |
188
click to vote
ISNN
2007
Springer
16 years 8 days ago
2007
Springer
Bayesian subspace analysis (BSA) has been successfully applied in data mining and pattern recognition. However, due to the use of probabilistic measure of similarity, it often need...
149
click to vote
PREMI
2005
Springer
15 years 11 months ago
2005
Springer
Abstract. We develop a framework for parallel computation of the optimal rough set decision reducts from data. We adapt the island model for evolutionary computing. The idea is to ...
145
click to vote
PAA
2008
15 years 6 months ago
2008
This paper proposes a method of finding a discriminative linear transformation that enhances the data's degree of conformance to the compactness hypothesis and its inverse. Th...
203
click to vote
KDD
2005
ACM
16 years 6 months ago
2005
ACM
In an interactive classification application, a user may find it more valuable to develop a diagnostic decision support method which can reveal significant classification behavior...
158
click to vote
CVPR
2005
IEEE
16 years 8 months ago
2005
IEEE
We present a novel multilinear algebra based approach for reduced dimensionality representation of image ensembles. We treat an image as a matrix, instead of a vector as in tradit...