522 search results - page 17 / 105 » Dynamic Time-Alignment Kernel in Support Vector Machine |
121
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DAGM
2004
Springer
15 years 2 months ago
2004
Springer
Abstract. In this paper, we present a novel method for reducing the computational complexity of a Support Vector Machine (SVM) classifier without significant loss of accuracy. We a...
71
Voted
NPL
2002
14 years 10 months ago
2002
The `kernel approach' has attracted great attention with the development of support vector machine (SVM) and has been studied in a general way. It offers an alternative soluti...
TIP
2008
14 years 10 months ago
2008
In this paper, a novel method for reducing the runtime complexity of a support vector machine classifier is presented. The new training algorithm is fast and simple. This is achiev...
77
Voted
JMLR
2010
14 years 5 months ago
2010
A computationally efficient approach to local learning with kernel methods is presented. The Fast Local Kernel Support Vector Machine (FaLK-SVM) trains a set of local SVMs on redu...
IWBRS
2005
Springer
15 years 3 months ago
2005
Springer
Abstract. This paper proposes a new method for personal identity verification based the analysis of face images applying One Class Support Vector Machines. This is a recently intr...