JOURNAL ARTICLE

Feature selection for support vector machines with RBF kernel

Quanzhong LiuChihau ChenYang ZhangZhengguo Hu

Year: 2011 Journal:   Artificial Intelligence Review Vol: 36 (2)Pages: 99-115   Publisher: Springer Science+Business Media
Keywords:
Support vector machine Artificial intelligence Pattern recognition (psychology) Radial basis function kernel Computer science Feature selection Hyperplane Radial basis function Ranking SVM Kernel (algebra) Kernel method Structured support vector machine Feature (linguistics) Least squares support vector machine Mathematics Artificial neural network

Metrics

123
Cited By
2.05
FWCI (Field Weighted Citation Impact)
44
Refs
0.89
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Face and Expression Recognition
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Gene expression and cancer classification
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Molecular Biology
Machine Learning in Bioinformatics
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Molecular Biology

Related Documents

BOOK-CHAPTER

DCA for Gaussian Kernel Support Vector Machines with Feature Selection

Hoai An Le ThiVinh Thanh Ho

Lecture notes in networks and systems Year: 2021 Pages: 223-234
BOOK-CHAPTER

Kernel Construction and Feature Subset Selection in Support Vector Machines

Shinichi YamadaKourosh Neshatian

Lecture notes in computer science Year: 2017 Pages: 605-616
BOOK-CHAPTER

Feature Selection with Transductive Support Vector Machines

Zhili WuChun-hung Li

Studies in fuzziness and soft computing Year: 2008 Pages: 325-341
BOOK-CHAPTER

Stable Feature Selection with Support Vector Machines

Iman KamkarSunil GuptaDinh PhungSvetha Venkatesh

Lecture notes in computer science Year: 2015 Pages: 298-308
© 2026 ScienceGate Book Chapters — All rights reserved.