Structured variable selection in support vector machines

Seongho Wu; Hui Zou; Ming Yuan

doi:10.1214/07-ejs125

Structured variable selection in support vector machines

Electronic Journal of Statistics ◽

10.1214/07-ejs125 ◽

2008 ◽

Vol 2 (0) ◽

pp. 103-117 ◽

Cited By ~ 5

Author(s):

Seongho Wu ◽

Hui Zou ◽

Ming Yuan

Keyword(s):

Support Vector Machines ◽

Variable Selection ◽

Support Vector ◽

Vector Machines

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An Information Criterion for Variable Selection in Support Vector Machines

SSRN Electronic Journal ◽

10.2139/ssrn.1094652 ◽

2007 ◽

Cited By ~ 1

Author(s):

Gerda Claeskens ◽

Christophe Croux ◽

Johan Van Kerckhoven

Keyword(s):

Support Vector Machines ◽

Variable Selection ◽

Information Criterion ◽

Support Vector ◽

Vector Machines

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Variable selection and oversampling in the use of smooth support vector machines for predicting the default risk of companies

Journal of Forecasting ◽

10.1002/for.1109 ◽

2009 ◽

Vol 28 (6) ◽

pp. 512-534 ◽

Cited By ~ 50

Author(s):

Wolfgang Härdle ◽

Yuh-Jye Lee ◽

Dorothea Schäfer ◽

Yi-Ren Yeh

Keyword(s):

Support Vector Machines ◽

Variable Selection ◽

Default Risk ◽

Support Vector ◽

Vector Machines

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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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Variable selection by rank-one updates for least squares support vector machines

2007 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2007.4371314 ◽

2007 ◽

Cited By ~ 1

Author(s):

Fabian Ojeda ◽

Johan A.K. Suykens ◽

Bart De Moor

Keyword(s):

Support Vector Machines ◽

Variable Selection ◽

Least Squares ◽

Support Vector ◽

Vector Machines ◽

Rank One

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Stock Market Trend Prediction Using Support Vector Machines and Variable Selection Methods

Proceedings of the 2017 International Conference on Applied Mathematics, Modelling and Statistics Application (AMMSA 2017) ◽

10.2991/ammsa-17.2017.45 ◽

2017 ◽

Cited By ~ 1

Author(s):

Hakob Grigoryan

Keyword(s):

Support Vector Machines ◽

Stock Market ◽

Variable Selection ◽

Support Vector ◽

Selection Methods ◽

Trend Prediction ◽

Vector Machines

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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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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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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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Variable Selection for Support Vector Machines

Communications in Statistics - Simulation and Computation ◽

10.1080/03610910903072391 ◽

2009 ◽

Vol 38 (8) ◽

pp. 1640-1658 ◽

Cited By ~ 10

Author(s):

Surette Bierman ◽

Sarel Steel

Keyword(s):

Support Vector Machines ◽

Variable Selection ◽

Support Vector ◽

Vector Machines ◽

Selection For

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