17 search results - page 3 / 4 » Maximum Margin based Semi-supervised Spectral Kernel Learnin... |
125
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JMLR
2006
14 years 11 months ago
2006
We present a kernel-based algorithm for hierarchical text classification where the documents are allowed to belong to more than one category at a time. The classification model is...
109
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NIPS
2003
15 years 17 days ago
2003
In typical classification tasks, we seek a function which assigns a label to a single object. Kernel-based approaches, such as support vector machines (SVMs), which maximize the ...
129
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TNN
2010
14 years 5 months ago
2010
This paper proposes three novel training methods, two of them based on the back-propagation approach and a third one based on information theory for Multilayer Perceptron (MLP) bin...
110
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ICML
2003
IEEE
16 years 1 hour ago
2003
IEEE
This paper presents a novel discriminative learning technique for label sequences based on a combination of the two most successful learning algorithms, Support Vector Machines an...
MICCAI
2009
Springer
16 years 11 days ago
2009
Springer
We study the problem of classifying mild Alzheimer's disease (AD) subjects from healthy individuals (controls) using multi-modal image data, to facilitate early identification...