1078 search results - page 15 / 216 » Using Machine Learning to Support Debugging with Tarantula |
103
Voted
COLT
2003
Springer
15 years 7 months ago
2003
Springer
We examine the so-called rigorous support vector machine (RSVM) approach proposed by Vapnik (1998). The formulation of RSVM is derived by explicitly implementing the structural ris...
130
Voted
ICALT
2008
IEEE
15 years 8 months ago
2008
IEEE
Apparently computer technology is shifting its focus, with individual users not being the main target any more. The evolution of Web 2.0 technologies is promoting the development ...
119
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BMCBI
2008
15 years 2 months ago
2008
Background: Mass spectrometry is a key technique in proteomics and can be used to analyze complex samples quickly. One key problem with the mass spectrometric analysis of peptides...
127
Voted
ICML
2000
IEEE
16 years 3 months ago
2000
IEEE
We describe a simple active learning heuristic which greatly enhances the generalization behavior of support vector machines (SVMs) on several practical document classification ta...
127
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ICANN
2001
Springer
15 years 6 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...