2166 search results - page 141 / 434 » Support Vector Regression Machines |
114
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SAC
2005
ACM
15 years 6 months ago
2005
ACM
Active learning is a generic approach to accelerate training of classifiers in order to achieve a higher accuracy with a small number of training examples. In the past, simple ac...
99
Voted
ISMIR
2005
Springer
15 years 6 months ago
2005
Springer
In music genre classification the decision time is typically of the order of several seconds, however, most automatic music genre classification systems focus on short time feat...
92
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IROS
2006
IEEE
15 years 6 months ago
2006
IEEE
— This paper describes a unique approach of applying a pattern classification technique to robot path planning. A collision-free path connecting a start and a goal point provide...
92
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JMLR
2010
14 years 7 months ago
2010
A computationally efficient approach to local learning with kernel methods is presented. The Fast Local Kernel Support Vector Machine (FaLK-SVM) trains a set of local SVMs on redu...
126
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BMCBI
2008
15 years 28 days ago
2008
Background: MicroRNAs (miRNAs) are a set of small non-coding RNAs serving as important negative gene regulators. In animals, miRNAs turn down protein translation by binding to the...