2312 search results - page 65 / 463 » On the Dimensionality of Face Space |
172
click to vote
AI
2006
Springer
15 years 10 months ago
2006
Springer
Abstract. We present a performance analysis of three linear dimensionality reduction techniques: Fisher's discriminant analysis (FDA), and two methods introduced recently base...
155
click to vote
ICDM
2003
IEEE
15 years 11 months ago
2003
IEEE
The Support Vector Machine (SVM) solution corresponds to the centre of the largest sphere inscribed in version space. Alternative approaches like Bayesian Point Machines (BPM) and...
159
click to vote
ICML
2006
IEEE
16 years 7 months ago
2006
IEEE
The problem of nonlinear dimensionality reduction is considered. We focus on problems where prior information is available, namely, semi-supervised dimensionality reduction. It is...
167
click to vote
CBMS
2005
IEEE
15 years 8 months ago
2005
IEEE
Inductive learning systems have been successfully applied in a number of medical domains. Nevertheless, the effective use of these systems requires data preprocessing before apply...
171
click to vote
NIPS
2008
15 years 7 months ago
2008
This paper introduces a new approach to constructing meaningful lower dimensional representations of sets of data points. We argue that constraining the mapping between the high a...