572 search results - page 9 / 115 » Extended Input Space Support Vector Machine |
121
Voted
ICDAR
2005
IEEE
15 years 8 months ago
2005
IEEE
A binary hierarchical classifier is proposed to solve the multi-class classification problem. We also require rejection of non-target inputs, which thus producing a very difficult...
150
Voted
ML
2010
ACM
15 years 1 months ago
2010
ACM
Abstract The tensor kernel has been used across the machine learning literature for a number of purposes and applications, due to its ability to incorporate samples from multiple s...
160
Voted
DAGM
2004
Springer
15 years 6 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...
112
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IS
2007
15 years 2 months ago
2007
In this paper, we study the use of XML tagged keywords (or simply key-tags) to search an XML fragment in a collection of XML documents. We present techniques that are able to empl...
107
Voted
GRC
2007
IEEE
15 years 4 months ago
2007
IEEE
Abstract— Rough support vector machines (RSVMs) supplement conventional support vector machines (SVMs) by providing a better representation of the boundary region. Increasing int...