1752 search results - page 44 / 351 » Support vector machine for functional data classification |
NIPS
2008
15 years 1 months ago
2008
In classification problems, Support Vector Machines maximize the margin of separation between two classes. While the paradigm has been successful, the solution obtained by SVMs is...
119
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ICDM
2007
IEEE
15 years 3 months ago
2007
IEEE
Many data mining applications can benefit from adapting existing classifiers to new data with shifted distributions. In this paper, we present Adaptive Support Vector Machine (Ada...
120
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ICML
2005
IEEE
16 years 18 days ago
2005
IEEE
In this paper we describe a new method to reduce the complexity of support vector machines by reducing the number of necessary support vectors included in their solutions. The red...
SAINT
2003
IEEE
15 years 5 months ago
2003
IEEE
In this paper, we utilize a simple support vector machine to identify commercial electronic mail. The use of a personalized dictionary for model training provided a classification...
ICPR
2008
IEEE
15 years 6 months ago
2008
IEEE
In this paper, a method to generalize previously proposed Chebyshev Kernel function is presented for Support Vector Classification in order to obtain more robust and higher classi...