756 search results - page 81 / 152 » Incremental Training of Multiclass Support Vector Machines |
138
Voted
CIKM
2009
Springer
15 years 10 months ago
2009
Springer
Recently there has been increasing interest in the problem of transfer learning, in which the typical assumption that training and testing data are drawn from identical distributi...
123
Voted
EMMCVPR
2005
Springer
15 years 9 months ago
2005
Springer
In this paper, a novel training method is proposed to increase the classification efficiency of support vector machine (SVM). The efficiency of the SVM is determined by the number ...
109
Voted
AAAI
2006
15 years 5 months ago
2006
We propose a simple mechanism for incorporating advice (prior knowledge), in the form of simple rules, into support-vector methods for both classification and regression. Our appr...
118
Voted
JMLR
2010
14 years 10 months ago
2010
We have developed a machine learning toolbox, called SHOGUN, which is designed for unified large-scale learning for a broad range of feature types and learning settings. It offers...
99
Voted
AAAI
2007
15 years 6 months ago
2007
We describe an application of machine learning to the problem of geomorphic mapping of planetary surfaces. Mapping landforms on planetary surfaces is an important task and the fi...