VARIABLE SELECTION FOR SUPPORT VECTOR MACHINES USING THE GBIC OF THE KERNEL LOGISTIC REGRESSION

Bulletin of informatics and cybernetics ◽

10.5109/25905 ◽

2010 ◽

Vol 42 ◽

pp. 45-54

Author(s):

Ying Jiang ◽

Takashi Yanagawa

Keyword(s):

Logistic Regression ◽

Support Vector Machines ◽

Variable Selection ◽

Support Vector ◽

Kernel Logistic Regression ◽

Vector Machines ◽

Selection For

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Support Vector Machines, Kernel Logistic Regression and Boosting

Multiple Classifier Systems - Lecture Notes in Computer Science ◽

10.1007/3-540-45428-4_2 ◽

2002 ◽

pp. 16-26 ◽

Cited By ~ 5

Author(s):

Ji Zhu ◽

Trevor Hastie

Keyword(s):

Logistic Regression ◽

Support Vector Machines ◽

Support Vector ◽

Kernel Logistic Regression ◽

Vector Machines

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Speaker Identification and Verification Using Support Vector Machines and Sparse Kernel Logistic Regression

Advances in Machine Vision, Image Processing, and Pattern Analysis - Lecture Notes in Computer Science ◽

10.1007/11821045_19 ◽

2006 ◽

pp. 176-184 ◽

Cited By ~ 2

Author(s):

Marcel Katz ◽

Sven E. Krüger ◽

Martin Schafföner ◽

Edin Andelic ◽

Andreas Wendemuth

Keyword(s):

Logistic Regression ◽

Support Vector Machines ◽

Speaker Identification ◽

Support Vector ◽

Kernel Logistic Regression ◽

Vector Machines ◽

Sparse Kernel

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Extensional Ontology Matching with Variable Selection for Support Vector Machines

2010 International Conference on Complex, Intelligent and Software Intensive Systems ◽

10.1109/cisis.2010.59 ◽

2010 ◽

Cited By ~ 1

Author(s):

Konstantin Todorov ◽

Peter Geibel ◽

Kai-Uwe Kuehnberger

Keyword(s):

Support Vector Machines ◽

Variable Selection ◽

Ontology Matching ◽

Support Vector ◽

Vector Machines ◽

Selection For

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Class-specific variable selection for multicategory support vector machines

Statistics and Its Interface ◽

10.4310/sii.2011.v4.n1.a3 ◽

2011 ◽

Vol 4 (1) ◽

pp. 19-26 ◽

Cited By ~ 1

Author(s):

Jian Guo

Keyword(s):

Support Vector Machines ◽

Variable Selection ◽

Support Vector ◽

Specific Variable ◽

Vector Machines ◽

Selection For

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Kernel variable selection for multicategory support vector machines

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2021.104800 ◽

2021 ◽

Vol 186 ◽

pp. 104800

Author(s):

Beomjin Park ◽

Changyi Park

Keyword(s):

Support Vector Machines ◽

Variable Selection ◽

Support Vector ◽

Vector Machines ◽

Selection For

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Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines

CATENA ◽

10.1016/j.catena.2015.05.019 ◽

2015 ◽

Vol 133 ◽

pp. 266-281 ◽

Cited By ~ 199

Author(s):

Haoyuan Hong ◽

Biswajeet Pradhan ◽

Chong Xu ◽

Dieu Tien Bui

Keyword(s):

Logistic Regression ◽

Support Vector Machines ◽

Decision Tree ◽

Spatial Prediction ◽

Landslide Hazard ◽

Support Vector ◽

Kernel Logistic Regression ◽

Vector Machines ◽

Alternating Decision Tree

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Variable selection for support vector machines in moderately high dimensions

Journal of the Royal Statistical Society Series B (Statistical Methodology) ◽

10.1111/rssb.12100 ◽

2015 ◽

Vol 78 (1) ◽

pp. 53-76 ◽

Cited By ~ 16

Author(s):

Xiang Zhang ◽

Yichao Wu ◽

Lan Wang ◽

Runze Li

Keyword(s):

Support Vector Machines ◽

Variable Selection ◽

Support Vector ◽

High Dimensions ◽

Vector Machines ◽

Selection For

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