244 search results - page 48 / 49 » Applications of Regularized Least Squares to Classification ... |
109
Voted
ICML
2007
IEEE
16 years 13 days ago
2007
IEEE
We describe and analyze a simple and effective iterative algorithm for solving the optimization problem cast by Support Vector Machines (SVM). Our method alternates between stocha...
102
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BMCBI
2004
14 years 11 months ago
2004
Background: Kernel-based learning algorithms are among the most advanced machine learning methods and have been successfully applied to a variety of sequence classification tasks ...
129
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ALMOB
2007
14 years 11 months ago
2007
Background: Feature selection plays an undeniably important role in classification problems involving high dimensional datasets such as microarray datasets. For filter-based featu...
106
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MCS
2002
Springer
14 years 11 months ago
2002
Springer
Abstract. While a variety of multiple classifier systems have been studied since at least the late 1950's, this area came alive in the 90's with significant theoretical a...
ICFP
2008
ACM
15 years 11 months ago
2008
ACM
The increasing availability of commodity multicore processors is making parallel computing available to the masses. Traditional parallel languages are largely intended for large-s...