988 search results - page 28 / 198 » Learning with Local and Global Consistency |
174
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CEC
2010
IEEE
15 years 7 months ago
2010
IEEE
In this paper, we present a memetic algorithm with novel local optimizer hybridization strategy for constrained optimization. The developed MA consists of multiple cycles. In each ...
161
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ITICSE
2004
ACM
15 years 11 months ago
2004
ACM
In the 21st century it is becoming increasingly common to work and learn in teams that are globally distributed. Such teams rely heavily on ICT to facilitate communication. There ...
186
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IJAR
2010
15 years 4 months ago
2010
We consider the problem of learning Bayesian network models in a non-informative setting, where the only available information is a set of observational data, and no background kn...
181
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ICMLA
2010
15 years 4 months ago
2010
Ordinal classification is a form of multi-class classification where there is an inherent ordering between the classes, but not a meaningful numeric difference between them. Althou...
138
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COLT
2008
Springer
15 years 7 months ago
2008
Springer
We consider the question of why modern machine learning methods like support vector machines outperform earlier nonparametric techniques like kNN. Our approach investigates the lo...