3718 search results - page 309 / 744 » On learning with dissimilarity functions |
208
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IJCNN
2006
IEEE
16 years 22 days ago
2006
IEEE
— In this paper, we show that one-class SVMs can also utilize data covariance in a robust manner to improve performance. Furthermore, by constraining the desired kernel function ...
176
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ICWE
2005
Springer
16 years 6 days ago
2005
Springer
We present the design of a new web application framework for collaborative learning. The framework guides users (i.e. teachers) in implementing online activities based on well-know...
148
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DAGM
2004
Springer
16 years 3 days ago
2004
Springer
Abstract. During recent years much effort has been spent in incorporating problem specific a-priori knowledge into kernel methods for machine learning. A common example is a-prior...
147
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MICAI
2004
Springer
16 years 1 days ago
2004
Springer
We present an optimization algorithm that combines active learning and locally-weighted regression to find extreme points of noisy and complex functions. We apply our algorithm to...
197
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ACIIDS
2010
IEEE
15 years 11 months ago
2010
IEEE
There are two main topics in this paper: (i) Vietnamese words are recognized and sentences are segmented into words by using probabilistic models; (ii) the optimum probabilistic mo...