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» Normalization in Support Vector Machines
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MLDM
2007
Springer
15 years 9 months ago
Nonlinear Feature Selection by Relevance Feature Vector Machine
Support vector machine (SVM) has received much attention in feature selection recently because of its ability to incorporate kernels to discover nonlinear dependencies between feat...
Haibin Cheng, Haifeng Chen, Guofei Jiang, Kenji Yo...
NIPS
2001
15 years 4 months ago
Kernel Logistic Regression and the Import Vector Machine
The support vector machine (SVM) is known for its good performance in binary classification, but its extension to multi-class classification is still an on-going research issue. I...
Ji Zhu, Trevor Hastie
VTC
2006
IEEE
179views Communications» more  VTC 2006»
15 years 9 months ago
Design of a Joint Defense System for Mobile Ad Hoc Networks
— A mobile ad hoc network (MANET) is vulnerable to malicious attacks although it is suitable for various environments because of its rapid establishment. In order to set up a sec...
Huei-Wen Ferng, Chien-Liang Liu
CSDA
2010
133views more  CSDA 2010»
15 years 12 days ago
Optimized fixed-size kernel models for large data sets
A modified active subset selection method based on quadratic R
Kris De Brabanter, Jos De Brabanter, Johan A. K. S...
CAD
2005
Springer
15 years 2 months ago
Triangular mesh offset for generalized cutter
In 3-axis NC (Numerical Control) machining, various cutters are used and the offset compensation for these cutters is important for a gouge free tool path generation. This paper i...
Su-Jin Kim, Min-Yang Yang