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IJBRA
2007
97views more  IJBRA 2007»
15 years 7 months ago
Structural Risk Minimisation based gene expression profiling analysis
: For microarray based cancer classification, feature selection is a common method for improving classifier generalisation. Most wrapper methods use cross validation methods to eva...
Xue-wen Chen, Byron Gerlach, Dechang Chen, ZhenQiu...
ICFCA
2009
Springer
16 years 2 months ago
Exploring Finite Models in the Description Logic
Abstract. In a previous ICFCA paper we have shown that, in the Description Logics EL and ELgfp, the set of general concept inclusions holding in a finite model always has a finit...
Franz Baader, Felix Distel
HYBRID
2000
Springer
15 years 11 months ago
Verification of Hybrid Systems with Linear Differential Inclusions Using Ellipsoidal Approximations
A general verification algorithm is described. It is then shown how ellipsoidal methods developed by A. B. Kurzhanski and P. Varaiya can be adapted to the algorithm. New numerical ...
Oleg Botchkarev, Stavros Tripakis
NIPS
2003
15 years 8 months ago
Variational Linear Response
A general linear response method for deriving improved estimates of correlations in the variational Bayes framework is presented. Three applications are given and it is discussed ...
Manfred Opper, Ole Winther
WSC
1997
15 years 8 months ago
Simulation of Computer Systems and Applications
The modeling of computer systems, particularly distributed systems, is presented with an emphasis on the system characteristics that are important to the model and some general me...
William S. Keezer