2166 search results - page 49 / 434 » Support Vector Regression Machines |
106
Voted
CEC
2007
IEEE
15 years 7 months ago
2007
IEEE
— Within the present paper, we put forward a novel hybridization between support vector machines and evolutionary algorithms. Evolutionary support vector machines consider the cl...
130
Voted
ICPR
2006
IEEE
16 years 1 months ago
2006
IEEE
We propose a classification method based on a decision tree whose nodes consist of linear Support Vector Machines (SVMs). Each node defines a decision hyperplane that classifies p...
88
Voted
ICDM
2006
IEEE
15 years 6 months ago
2006
IEEE
Although version space support vector machines (VSSVMs) are a successful approach to reliable classification [6], they are restricted to separable data. This paper proposes gener...
121
click to vote
PR
2010
14 years 11 months ago
2010
Selecting relevant features for Support Vector Machine (SVM) classifiers is important for a variety of reasons such as generalization performance, computational efficiency, and ...
96
Voted
ICIP
2001
IEEE
16 years 2 months ago
2001
IEEE
The paper proposes the application of majority voting on the output of several support vector machines in order to select the most suitable learning machine for frontal face detec...