12836 search results - page 301 / 2568 » Generalization Methods in Bioinformatics |
137
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ICML
2005
IEEE
16 years 5 months ago
2005
IEEE
We consider support vector machines for binary classification. As opposed to most approaches we use the number of support vectors (the "L0 norm") as a regularizing term ...
176
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ICML
2005
IEEE
16 years 5 months ago
2005
IEEE
In this paper we describe a new method to reduce the complexity of support vector machines by reducing the number of necessary support vectors included in their solutions. The red...
261
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CP
2009
Springer
16 years 5 months ago
2009
Springer
We consider the problem of exploring the search tree of a CLP goal in pursuit of a target property. Essential to such a process is a method of tabling to prevent duplicate explorat...
102
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ETS
2006
IEEE
15 years 11 months ago
2006
IEEE
Spectral analysis represents a key component in signal processing. The on-chip implementation of classical spectral estimation techniques is generally not considered as a viable B...
144
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GECCO
2005
Springer
15 years 10 months ago
2005
Springer
Exploration/Exploitation equilibrium is one of the most challenging issues in reinforcement learning area as well as learning classifier systems such as XCS. In this paper1 , an i...