979 search results - page 44 / 196 » Support Vector Machine Classification with Indefinite Kernel... |
127
Voted
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
We consider support vector machines for binary classification. As opposed to most approaches we use the number of support vectors (the "L0 norm") as a regularizing term ...
129
Voted
COLING
2002
15 years 3 months ago
2002
This paper proposes a learning and extracting method of word sequence correspondences from non-aligned parallel corpora with Support Vector Machines, which have high ability of th...
124
Voted
NAACL
2001
15 years 5 months ago
2001
We apply Support Vector Machines (SVMs) to identify English base phrases (chunks). SVMs are known to achieve high generalization performance even with input data of high dimension...
115
Voted
COLT
2005
Springer
15 years 9 months ago
2005
Springer
We study the problem of learning a kernel which minimizes a regularization error functional such as that used in regularization networks or support vector machines. We consider thi...
131
Voted
ESANN
2007
15 years 5 months ago
2007
Imprecision, incompleteness, prior knowledge or improved learning speed can motivate interval–represented data. Most approaches for SVM learning of interval data use local kernel...