1305 search results - page 54 / 261 » An Optimization Algorithm Based on Active and Instance-Based... |
142
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ICMCS
2005
IEEE
15 years 8 months ago
2005
IEEE
Multiple Instance Learning (MIL) is a special kind of supervised learning problem that has been studied actively in recent years. In this paper, we propose an approach based on On...
143
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ISVC
2007
Springer
15 years 8 months ago
2007
Springer
We present a novel boosting algorithm where temporal consistency is addressed in a short-term way. Although temporal correlation of observed data may be an important cue for classi...
141
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ATMOS
2010
15 years 18 days ago
2010
In the traveling repairman problem with profits, a repairman (also known as the server) visits a subset of nodes in order to collect time-dependent profits. The objective consists...
101
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GECCO
2009
Springer
15 years 9 months ago
2009
Springer
The generation of profitable trading rules for Foreign Exchange (FX) investments is a difficult but popular problem. The use of Machine Learning in this problem allows us to obtai...
126
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ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We study metric learning as a problem of information retrieval. We present a general metric learning algorithm, based on the structural SVM framework, to learn a metric such that ...