3413 search results - page 271 / 683 » New Support Vector Algorithms |
134
Voted
ICANN
2005
Springer
15 years 10 months ago
2005
Springer
This paper presents a new method for the selection of the two hyperparameters of Least Squares Support Vector Machine (LS-SVM) approximators with Gaussian Kernels. The two hyperpar...
139
click to vote
SCIA
2005
Springer
15 years 10 months ago
2005
Springer
Abstract. We address the problem of incorporating transformation invariance in kernels for pattern analysis with kernel methods. We introduce a new class of kernels by so called Ha...
166
click to vote
MLMI
2004
Springer
15 years 10 months ago
2004
Springer
This paper presents a new system for recognition, tracking and pose estimation of people in video sequences. It is based on the wavelet transform from the upper body part and uses ...
165
click to vote
SETN
2004
Springer
15 years 10 months ago
2004
Springer
Abstract. Single classifiers, such as Neural Networks, Support Vector Machines, Decision Trees and other, can be used to perform classification of data for relatively simple proble...
149
click to vote
AC
2003
Springer
15 years 10 months ago
2003
Springer
In this paper a new complete system for 3D face recognition is presented. 3D face recognition presents several advantages against 2D face recognition, as, for example, invariance t...