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142
Voted
AAAI
2012
13 years 4 months ago
2012
Kernel methods have been successfully applied to many machine learning problems. Nevertheless, since the performance of kernel methods depends heavily on the type of kernels being...
ICSE
1993
IEEE-ACM
15 years 6 months ago
1993
IEEE-ACM
Features are often the basic unit of development for a very large software systems and represent long-term efforts, spanning up to several years from inception to actual use. Deve...
151
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SIAMJO
2010
15 years 25 days ago
2010
This paper introduces a novel algorithm to approximate the matrix with minimum nuclear norm among all matrices obeying a set of convex constraints. This problem may be understood a...
127
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CIKM
2008
Springer
15 years 4 months ago
2008
Springer
Background: Databases containing very large amounts of SNP (Single Nucleotide Polymorphism) data are now freely available for researchers interested in medical and/or population g...
115
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ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
This paper presents a novel framework called proto-reinforcement learning (PRL), based on a mathematical model of a proto-value function: these are task-independent basis function...