29 search results - page 1 / 6 » A GA-based feature selection and parameters optimizationfor ... |
52
Voted
ESWA
2006
14 years 11 months ago
2006
100
click to vote
ICPR
2002
IEEE
15 years 12 months ago
2002
IEEE
In this paper we address two aspects related to the exploitation of Support Vector Machines (SVM) for classification in real application domains, such as the detection of objects ...
104
Voted
PR
2010
14 years 9 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 ...
107
click to vote
ICDM
2007
IEEE
15 years 19 days ago
2007
IEEE
An easily implementable mixed-integer algorithm is proposed that generates a nonlinear kernel support vector machine (SVM) classifier with reduced input space features. A single ...
84
Voted
IJON
2010
14 years 9 months ago
2010
Radiation-induced lung injury, radiation pneumonitis (RP), is a potentially fatal side-effect of thoracic radiation therapy. In this work, using an ensemble of support vector mac...