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SIGIR
2005
ACM
15 years 5 months ago
2005
ACM
Support Vector Machines (SVMs) have been very successful in text classification. However, the intrinsic geometric structure of text data has been ignored by standard kernels commo...
103
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IJCNN
2008
IEEE
15 years 6 months ago
2008
IEEE
— Effective use of support vector machines (SVMs) in classification necessitates the appropriate choice of a kernel. Designing problem specific kernels involves the definition...
70
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CORR
2007
Springer
14 years 11 months ago
2007
Springer
Support vector machines and kernel methods have recently gained considerable attention in chemoinformatics. They offer generally good performance for problems of supervised classi...
EUROCOLT
1999
Springer
15 years 4 months ago
1999
Springer
108
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ICANN
2007
Springer
15 years 3 months ago
2007
Springer
Abstract. Trained support vector machines (SVMs) have a slow runtime classification speed if the classification problem is noisy and the sample data set is large. Approximating the...