356 search results - page 16 / 72 » Optimization of Machine Descriptions for Efficient Use |
187
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CIARP
2010
Springer
15 years 3 months ago
2010
Springer
Abstract. It has been shown that many kernel methods can be equivalently formulated as minimal-enclosing-ball (MEB) problems in certain feature space. Exploiting this reduction eff...
170
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JMLR
2010
15 years 19 days ago
2010
In recent years, a fundamental problem structure has emerged as very useful in a variety of machine learning applications: Submodularity is an intuitive diminishing returns proper...
158
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GECCO
2005
Springer
15 years 11 months ago
2005
Springer
Genetic Algorithms (GAs) are very commonly used as function optimizers, basically due to their search capability. A number of different serial and parallel versions of GA exist. ...
164
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EMSOFT
2001
Springer
15 years 10 months ago
2001
Springer
Abstract. Advances in VLSI technology have lead to a tremendous increase in the density and number of devices that can be manufactured in a single microchip. One of the interesting...
132
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JCP
2006
15 years 5 months ago
2006
Compared with conventional two-class learning schemes, one-class classification simply uses a single class in the classifier training phase. Applying one-class classification to le...