976 search results - page 30 / 196 » Training of Support Vector Machines with Mahalanobis Kernels |
162
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EVOW
2006
Springer
15 years 9 months ago
2006
Springer
Infection by the human papillomavirus (HPV) is associated with the development of cervical cancer. HPV can be classified to highand low-risk type according to its malignant potenti...
279
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SNPD
2004
15 years 7 months ago
2004
We proposed a new approach to compare profiles when the correlations among attributes can be represented as a tree. To account for these correlations, the profile is extended with...
176
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ICANN
2001
Springer
15 years 10 months ago
2001
Springer
Abstract. In this paper, we propose and study a new on-line algorithm for learning a SVM based on Radial Basis Function Kernel: Local Incremental Learning of SVM or LISVM. Our meth...
152
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ICCV
2007
IEEE
16 years 11 days ago
2007
IEEE
Kernel classifiers based on Support Vector Machines (SVM) have recently achieved state-of-the art results on several popular datasets like Caltech or Pascal. This was possible by...
175
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IPSN
2010
Springer
16 years 26 days ago
2010
Springer
This paper develops algorithms to train linear support vector machines (SVMs) when training data are distributed across different nodes and their communication to a centralized no...