936 search results - page 20 / 188 » Learning with Rigorous Support Vector Machines |
130
Voted
ICML
2006
IEEE
15 years 7 months ago
2006
IEEE
There are well-established methods for reducing the number of support vectors in a trained binary support vector machine, often with minimal impact on accuracy. We show how reduce...
111
Voted
SIGIR
2004
ACM
15 years 7 months ago
2004
ACM
In this poster we present an overview of the techniques we used to develop and evaluate a text categorisation system for the PRINCIP project which sets out to automatically classi...
95
Voted
ADMA
2005
Springer
15 years 7 months ago
2005
Springer
Abstract. This paper proposes a new support vector machine (SVM) with a robust loss function for data mining. Its dual optimal formation is also constructed. A gradient based algor...
111
Voted
ICPR
2004
IEEE
16 years 3 months ago
2004
IEEE
A support vector machine based algorithm for corner detection is presented. It is based on computing the direction of maximum gray-level change for each edge pixel in an image, an...
109
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ICCS
2007
Springer
15 years 8 months ago
2007
Springer
Abstract. We compared a support vector machine (SVM) with a back propagation neural network (BPNN) for the task of text classification of XiangShan science conference (XSSC) web do...