1752 search results - page 80 / 351 » Support vector machine for functional data classification |
112
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ECML
2006
Springer
15 years 1 months ago
2006
Springer
This paper presents a decomposition method for efficiently constructing 1-norm Support Vector Machines (SVMs). The decomposition algorithm introduced in this paper possesses many d...
VLSID
2007
IEEE
15 years 6 months ago
2007
IEEE
In recent years, research and development in the field of machine learning and classification techniques have gained paramount importance. The future generation of intelligent e...
ESANN
2007
15 years 1 months ago
2007
We apply kernel-based machine learning methods to online learning situations, and look at the related requirement of reducing the complexity of the learnt classifier. Online meth...
163
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Book
"Pattern recognition techniques are concerned with the theory and algorithms of putting abstract objects, e.g., measurements made on physical objects, into categories. Typical...
ICASSP
2009
IEEE
15 years 6 months ago
2009
IEEE
It is difficult to adapt discriminative classifiers, particularly kernel based ones such as support vector machines (SVMs), to handle mismatches between the training and test da...