657 search results - page 73 / 132 » Scaling-Up Support Vector Machines Using Boosting Algorithm |
146
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CCGRID
2007
IEEE
15 years 11 months ago
2007
IEEE
In the past, efficient parallel algorithms have always been developed specifically for the successive generations of parallel systems (vector machines, shared-memory machines, d...
NIPS
2000
15 years 6 months ago
2000
A method is described which, like the kernel trick in support vector machines (SVMs), lets us generalize distance-based algorithms to operate in feature spaces, usually nonlinearl...
ACSAC
2002
IEEE
15 years 9 months ago
2002
IEEE
This paper describes an investigation of authorship gender attribution mining from e-mail text documents. We used an extended set of predominantly topic content-free e-mail docume...
173
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KDD
2003
ACM
16 years 5 months ago
2003
ACM
Support vector machines (SVMs) have been promising methods for classification and regression analysis because of their solid mathematical foundations which convey several salient ...
147
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EUROCOLT
1999
Springer
15 years 9 months ago
1999
Springer
Abstract. Recent works have shown the advantage of using Active Learning methods, such as the Query by Committee (QBC) algorithm, to various learning problems. This class of Algori...