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ISNN
2005
Springer
15 years 11 months ago
Scaling the Kernel Function to Improve Performance of the Support Vector Machine
Abstract. The present study investigates a geometrical method for optimizing the kernel function of a support vector machine. The method is an improvement of the one proposed in [4...
Peter Williams, Sheng Li, Jianfeng Feng, Si Wu
GECCO
2003
Springer
130views Optimization» more  GECCO 2003»
15 years 11 months ago
A New Approach to Improve Particle Swarm Optimization
Abstract. Particle swarm optimization (PSO) is a new evolutionary computation technique. Although PSO algorithm possesses many attractive properties, the methods of selecting inert...
Liping Zhang, Huanjun Yu, Shangxu Hu
CIARP
2003
Springer
15 years 11 months ago
Improving Prepositional Phrase Attachment Disambiguation Using the Web as Corpus
The problem of Prepositional Phrase (PP) attachment disambiguation consists in determining if a PP is part of a noun phrase, as in He sees the room with books, or an argument of a ...
Hiram Calvo, Alexander F. Gelbukh
CSDA
2006
145views more  CSDA 2006»
15 years 6 months ago
Improved predictions penalizing both slope and curvature in additive models
A new method is proposed to estimate the nonlinear functions in an additive regression model. Usually, these functions are estimated by penalized least squares, penalizing the cur...
Magne Aldrin
SP
2002
IEEE
161views Security Privacy» more  SP 2002»
15 years 5 months ago
Improving Computer Security Using Extended Static Checking
We describe a method for finding security flaws in source code by way of static analysis. The method is notable because it allows a user to specify a wide range of security proper...
Brian Chess