355 search results - page 19 / 71 » Support vector machine classifiers for sequential decision p... |
119
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JMLR
2008
15 years 2 months ago
2008
Classifiers favoring sparse solutions, such as support vector machines, relevance vector machines, LASSO-regression based classifiers, etc., provide competitive methods for classi...
133
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ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
Multi-view algorithms, such as co-training and co-EM, utilize unlabeled data when the available attributes can be split into independent and compatible subsets. Co-EM outperforms ...
113
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KDD
1995
ACM
15 years 5 months ago
1995
ACM
We report a novel possibility for extracting a small subset of a data base which contains all the information necessary to solve a given classification task: using the Support Vec...
139
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EXACT
2009
15 years 3 days ago
2009
This paper addresses the issue of the explanation of the result given to the end-user by a classifier, when it is used as a decision support system. We consider machine learning cl...
132
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ICANN
2007
Springer
15 years 6 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...