Improving radial basis function kernel classification through incremental learning and automatic parameter selection

Neurocomputing ◽

10.1016/j.neucom.2008.04.053 ◽

2008 ◽

Vol 72 (1-3) ◽

pp. 3-14 ◽

Author(s):

Carlos Renjifo ◽

David Barsic ◽

Craig Carmen ◽

Kevin Norman ◽

G. Scott Peacock

Keyword(s):

Radial Basis Function ◽

Basis Function ◽

Incremental Learning ◽

Parameter Selection ◽

Radial Basis Function Kernel ◽

Radial Basis ◽

Kernel Classification

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Combining support vector machine with radial basis function kernel and information gain for sentiment analysis of movie reviews

Journal of Physics Conference Series ◽

10.1088/1742-6596/1918/4/042157 ◽

2021 ◽

Vol 1918 (4) ◽

pp. 042157

Author(s):

Z Abidin ◽

W Destian ◽

R Umer

Keyword(s):

Support Vector Machine ◽

Radial Basis Function ◽

Sentiment Analysis ◽

Basis Function ◽

Information Gain ◽

Support Vector ◽

Radial Basis Function Kernel ◽

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A Comparison Study on Shape Parameter Selection in Pattern Recognition by Radial Basis Function Neural Networks

Journal of Physics Conference Series ◽

10.1088/1742-6596/1921/1/012124 ◽

2021 ◽

Vol 1921 ◽

pp. 012124

Author(s):

S Tavaen ◽

S Kaennakham

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Radial Basis Function ◽

Basis Function ◽

Shape Parameter ◽

Parameter Selection ◽

Comparison Study ◽

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Intelligent gear fault detection based on relevance vector machine with variance radial basis function kernel

2010 IEEE/ASME International Conference on Advanced Intelligent Mechatronics ◽

10.1109/aim.2010.5695821 ◽

2010 ◽

Author(s):

Chuangxin He ◽

Chengliang Liu ◽

Yanming Li ◽

Jianfeng Tao

Keyword(s):

Fault Detection ◽

Radial Basis Function ◽

Basis Function ◽

Relevance Vector Machine ◽

Radial Basis Function Kernel ◽

Radial Basis ◽

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Classification of Coronary Heart Artery Disease Using IVUS Images by SVM Classifier with Modified Radial Basis Function Kernel (MRBFK)

International Journal of Advanced Trends in Computer Science and Engineering ◽

10.30534/ijatcse/2020/207932020 ◽

2020 ◽

Vol 9 (3) ◽

pp. 3877-3886

Author(s):

Sridevi S

Keyword(s):

Radial Basis Function ◽

Basis Function ◽

Svm Classifier ◽

Radial Basis Function Kernel ◽

Radial Basis ◽

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Random Radial Basis Function Kernel-based Support Vector Machine

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2021.10.005 ◽

2021 ◽

Author(s):

Xiaojian Ding ◽

Jian Liu ◽

Fan Yang ◽

Jie Cao

Keyword(s):

Support Vector Machine ◽

Radial Basis Function ◽

Basis Function ◽

Support Vector ◽

Radial Basis Function Kernel ◽

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Radial Basis Function Neural Network With Incremental Learning for Face Recognition

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) ◽

10.1109/tsmcb.2010.2101591 ◽

2011 ◽

Vol 41 (4) ◽

pp. 940-949 ◽

Author(s):

Yee Wan Wong ◽

Kah Phooi Seng ◽

Li-Minn Ang

Keyword(s):

Neural Network ◽

Face Recognition ◽

Radial Basis Function ◽

Basis Function ◽

Incremental Learning ◽

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Heart Disease Diagnosis Based on Deep Radial Basis Function Kernel Machine

ICST Transactions on Ambient Systems ◽

10.4108/eai.23-3-2018.154774 ◽

2018 ◽

Vol 5 (17) ◽

pp. 154774

Author(s):

Mashail Alsalamah ◽

Saad Amin ◽

Vasile Palade

Keyword(s):

Heart Disease ◽

Radial Basis Function ◽

Basis Function ◽

Disease Diagnosis ◽

Radial Basis Function Kernel ◽

Kernel Machine ◽

Radial Basis ◽

Heart Disease Diagnosis

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Optimizing Radial Basis Function Kernel on OpenCL FPGA Platform

2018 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata.2018.8622219 ◽

2018 ◽

Author(s):

Zheming Jin ◽

Hal Finkel

Keyword(s):

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Kernel ◽

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Evaluating Radial Basis Function Kernel on OpenCL FPGA Platform

2018 Ninth International Green and Sustainable Computing Conference (IGSC) ◽

10.1109/igcc.2018.8752172 ◽

2018 ◽

Author(s):

Zheming Jin ◽

Hal Finkel

Keyword(s):

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Kernel ◽

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Parameter selection for Gaussian radial basis function in support vector machine classification

2012 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering ◽

10.1109/icqr2mse.2012.6246300 ◽

2012 ◽

Author(s):

Zhiliang Liu ◽

Ming J. Zuo ◽

Hongbing Xu

Keyword(s):

Support Vector Machine ◽

Radial Basis Function ◽

Basis Function ◽

Parameter Selection ◽

Support Vector ◽

Support Vector Machine Classification ◽

Radial Basis ◽

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