A Learning Approach for Fast Training of Support Vector Machines

2009 International Conference on E-Learning, E-Business, Enterprise Information Systems, and E-Government ◽

10.1109/eeee.2009.10 ◽

2009 ◽

Author(s):

Jun Guo ◽

Youguang Chen ◽

Su Wang ◽

Xiaoping Liu

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Learning Approach ◽

Fast Training ◽

Vector Machines

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Rule Extraction From Support Vector Machines Using Ensemble Learning Approach: An Application for Diagnosis of Diabetes

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2014.2325615 ◽

2015 ◽

Vol 19 (2) ◽

pp. 728-734 ◽

Cited By ~ 44

Author(s):

Longfei Han ◽

Senlin Luo ◽

Jianmin Yu ◽

Limin Pan ◽

Songjing Chen

Keyword(s):

Support Vector Machines ◽

Ensemble Learning ◽

Rule Extraction ◽

Support Vector ◽

Learning Approach ◽

Vector Machines

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A meta-learning approach to automatic kernel selection for support vector machines

Neurocomputing ◽

10.1016/j.neucom.2006.03.004 ◽

2006 ◽

Vol 70 (1-3) ◽

pp. 173-186 ◽

Cited By ~ 69

Author(s):

Shawkat Ali ◽

Kate A. Smith-Miles

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Learning Approach ◽

Kernel Selection ◽

Vector Machines ◽

Meta Learning ◽

Selection For

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Fast Training of Support Vector Machines and Performance Comparison with Fuzzy Classifiers

Transactions of the Institute of Systems Control and Information Engineers ◽

10.5687/iscie.15.25 ◽

2002 ◽

Vol 15 (1) ◽

pp. 25-33

Author(s):

Takuya INOUE ◽

Takahiro UEOKA ◽

Hisashi TAMAKI ◽

Shigeo ABE

Keyword(s):

Support Vector Machines ◽

Performance Comparison ◽

Support Vector ◽

Fast Training ◽

Vector Machines ◽

Fuzzy Classifiers ◽

And Performance

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A novel machine learning approach to the detection of identity theft in social networks based on emulated attack instances and support vector machines

Concurrency and Computation Practice and Experience ◽

10.1002/cpe.3633 ◽

2015 ◽

Vol 28 (4) ◽

pp. 1385-1395 ◽

Cited By ~ 5

Author(s):

E. Villar-Rodríguez ◽

J. Del Ser ◽

A. I. Torre-Bastida ◽

M. N. Bilbao ◽

S. Salcedo-Sanz

Keyword(s):

Machine Learning ◽

Social Networks ◽

Support Vector Machines ◽

Identity Theft ◽

Support Vector ◽

Learning Approach ◽

Vector Machines ◽

Machine Learning Approach

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A Competitive Learning Approach to Instance Selection for Support Vector Machines

Knowledge Science, Engineering and Management - Lecture Notes in Computer Science ◽

10.1007/978-3-642-10488-6_17 ◽

2009 ◽

pp. 146-157 ◽

Cited By ~ 1

Author(s):

Mario Zechner ◽

Michael Granitzer

Keyword(s):

Support Vector Machines ◽

Competitive Learning ◽

Support Vector ◽

Instance Selection ◽

Learning Approach ◽

Vector Machines ◽

Selection For

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Provably Fast Training Algorithms for Support Vector Machines

Theory of Computing Systems ◽

10.1007/s00224-007-9094-6 ◽

2008 ◽

Vol 42 (4) ◽

pp. 568-595 ◽

Cited By ~ 8

Author(s):

José L. Balcázar ◽

Yang Dai ◽

Junichi Tanaka ◽

Osamu Watanabe

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Training Algorithms ◽

Fast Training ◽

Vector Machines

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Fast training on large genomics data using distributed Support Vector Machines

2016 8th International Conference on Communication Systems and Networks (COMSNETS) ◽

10.1109/comsnets.2016.7439943 ◽

2016 ◽

Cited By ~ 2

Author(s):

Nawanol Theera-Ampornpunt ◽

Seong Gon Kim ◽

Asish Ghoshal ◽

Saurabh Bagchi ◽

Ananth Grama ◽

...

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Fast Training ◽

Vector Machines

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Efficient data selection approach in projected feature space for fast training support vector machines

International Journal of Business Intelligence and Data Mining ◽

10.1504/ijbidm.2014.068349 ◽

2014 ◽

Vol 9 (3) ◽

pp. 179 ◽

Cited By ~ 1

Author(s):

Sonia Chaibi ◽

Mohamed Tayeb Laskri

Keyword(s):

Support Vector Machines ◽

Feature Space ◽

Data Selection ◽

Support Vector ◽

Training Support ◽

Fast Training ◽

Vector Machines ◽

Selection Approach ◽

Efficient Data

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Fast training of Support Vector Machines using error-center-based optimization

International Journal of Automation and Computing ◽

10.1007/s11633-005-0006-4 ◽

2005 ◽

Vol 2 (1) ◽

pp. 6-12 ◽

Cited By ~ 2

Author(s):

L. Meng ◽

Q. H. Wu

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Fast Training ◽

Vector Machines

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Fast training of Support Vector Machines with Gaussian kernel

Discrete Optimization ◽

10.1016/j.disopt.2015.03.002 ◽

2016 ◽

Vol 22 ◽

pp. 183-194 ◽

Cited By ~ 11

Author(s):

Matteo Fischetti

Keyword(s):

Support Vector Machines ◽

Gaussian Kernel ◽

Support Vector ◽

Fast Training ◽

Vector Machines

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