1224 search results - page 108 / 245 » On the Optimality of the Dimensionality Reduction Method |
184
click to vote
FGR
2004
IEEE
15 years 10 months ago
2004
IEEE
Solving the tracking of an articulated structure in a reasonable time is a complex task mainly due to the high dimensionality of the problem. A new optimization method, called Sto...
158
click to vote
ACCV
2009
Springer
16 years 1 months ago
2009
Springer
This paper develops a supervised dimensionality reduction method, Lorentzian Discriminant Projection (LDP), for discriminant analysis and classification. Our method represents the...
140
click to vote
ICDAR
2007
IEEE
15 years 10 months ago
2007
IEEE
In this paper, a new method for off-line writer verification and identification is proposed which encodes writer features as a mix of typical handwriting styles, written by so-cal...
149
click to vote
NIPS
2004
15 years 7 months ago
2004
In this paper we propose a novel method for learning a Mahalanobis distance measure to be used in the KNN classification algorithm. The algorithm directly maximizes a stochastic v...
166
click to vote
IJON
2006
15 years 6 months ago
2006
In text management tasks, the dimensionality reduction becomes necessary to computation and interpretability of the results generated by machine learning algorithms. This paper de...