356 search results - page 16 / 72 » Optimization of Machine Descriptions for Efficient Use |
149
Voted
CIARP
2010
Springer
15 years 1 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...
143
Voted
JMLR
2010
14 years 10 months 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...
136
Voted
GECCO
2005
Springer
15 years 9 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. ...
128
Voted
EMSOFT
2001
Springer
15 years 8 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...
105
click to vote
JCP
2006
15 years 3 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...