Classification of Credit Dataset Using Improved Particle Swarm Optimization Tuned Radial Basis Function Neural Networks

Learning and Analytics in Intelligent Systems - Biologically Inspired Techniques in Many-Criteria Decision Making ◽

10.1007/978-3-030-39033-4_3 ◽

2020 ◽

pp. 35-45

Author(s):

Trilok Nath Pandey ◽

Parimal Kumar Giri ◽

Alok Kumar Jagadev

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Radial Basis Function ◽

Basis Function ◽

Particle Swarm ◽

Swarm Optimization ◽

Improved Particle Swarm Optimization ◽

Radial Basis

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An improved particle swarm optimization algorithm for radial basis function neural network

2009 Chinese Control and Decision Conference ◽

10.1109/ccdc.2009.5192779 ◽

2009 ◽

Author(s):

Duan Qichang ◽

Zhao Min ◽

Duan Pan

Keyword(s):

Neural Network ◽

Particle Swarm Optimization ◽

Radial Basis Function ◽

Optimization Algorithm ◽

Basis Function ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Swarm Optimization ◽

Improved Particle Swarm Optimization ◽

Radial Basis

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Fuzzy Clustering-Based Polynomial Radial Basis Function Neural Networks (p-RBF NNs) Classifier Designed with Particle Swarm Optimization

Advances in Neural Networks – ISNN 2011 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-21105-8_54 ◽

2011 ◽

pp. 464-473

Author(s):

Wook-Dong Kim ◽

Sung-Kwun Oh ◽

Hyun-Ki Kim

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Radial Basis Function ◽

Fuzzy Clustering ◽

Basis Function ◽

Particle Swarm ◽

Swarm Optimization ◽

Radial Basis

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Design of K-means clustering-based polynomial radial basis function neural networks (pRBF NNs) realized with the aid of particle swarm optimization and differential evolution

Neurocomputing ◽

10.1016/j.neucom.2011.06.031 ◽

2012 ◽

Vol 78 (1) ◽

pp. 121-132 ◽

Cited By ~ 37

Author(s):

Sung-Kwun Oh ◽

Wook-Dong Kim ◽

Witold Pedrycz ◽

Su-Chong Joo

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Differential Evolution ◽

Radial Basis Function ◽

Basis Function ◽

Particle Swarm ◽

Swarm Optimization ◽

Radial Basis

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Polynomial-based radial basis function neural networks (P-RBF NNs) realized with the aid of particle swarm optimization

Fuzzy Sets and Systems ◽

10.1016/j.fss.2010.08.007 ◽

2011 ◽

Vol 163 (1) ◽

pp. 54-77 ◽

Cited By ~ 76

Author(s):

Sung-Kwun Oh ◽

Wook-Dong Kim ◽

Witold Pedrycz ◽

Byoung-Jun Park

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Radial Basis Function ◽

Basis Function ◽

Particle Swarm ◽

Swarm Optimization ◽

Radial Basis

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Structural Design of Radial Basis Function-based Polynomial Neural Networks by Using Multiobjective Particle Swarm Optimization

The Transactions of The Korean Institute of Electrical Engineers ◽

10.5370/kiee.2012.61.1.135 ◽

2012 ◽

Vol 61 (1) ◽

pp. 135-142

Author(s):

Wook-Dong Kim ◽

Sung-Kwun Oh

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Radial Basis Function ◽

Basis Function ◽

Structural Design ◽

Particle Swarm ◽

Swarm Optimization ◽

Multiobjective Particle Swarm Optimization ◽

Radial Basis

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Analytic design of information granulation‐based fuzzy radial basis function neural networks with the aid of multiobjective particle swarm optimization

International Journal of Intelligent Computing and Cybernetics ◽

10.1108/17563781211208224 ◽

2012 ◽

Vol 5 (1) ◽

pp. 4-35 ◽

Cited By ~ 4

Author(s):

Byoung‐Jun Park ◽

Jeoung‐Nae Choi ◽

Wook‐Dong Kim ◽

Sung‐Kwun Oh

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Radial Basis Function ◽

Basis Function ◽

Particle Swarm ◽

Swarm Optimization ◽

Information Granulation ◽

Multiobjective Particle Swarm Optimization ◽

Radial Basis ◽

Analytic Design

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ECG beat classification using particle swarm optimization and radial basis function neural network

Expert Systems with Applications ◽

10.1016/j.eswa.2010.04.087 ◽

2010 ◽

Vol 37 (12) ◽

pp. 7563-7569 ◽

Cited By ~ 100

Author(s):

Mehmet Korürek ◽

Berat Doğan

Keyword(s):

Neural Network ◽

Particle Swarm Optimization ◽

Radial Basis Function ◽

Basis Function ◽

Particle Swarm ◽

Swarm Optimization ◽

Beat Classification ◽

Radial Basis

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Generalization Improvement of Radial Basis Function Network Based on Multi-Objective Particle Swarm Optimization

Journal of Artificial Intelligence ◽

10.3923/jai.2010.1.16 ◽

2009 ◽

Vol 3 (1) ◽

pp. 1-16 ◽

Cited By ~ 16

Author(s):

S.N. Qasem ◽

S.M. Shamsuddin

Keyword(s):

Particle Swarm Optimization ◽

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Network ◽

Particle Swarm ◽

Swarm Optimization ◽

Multi Objective ◽

Radial Basis ◽

Function Network

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On combination of SMOTE and particle swarm optimization based radial basis function classifier for imbalanced problems

The 2011 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2011.6033353 ◽

2011 ◽

Cited By ~ 7

Author(s):

Ming Gao ◽

Xia Hong ◽

Sheng Chen ◽

Chris J. Harris

Keyword(s):

Particle Swarm Optimization ◽

Radial Basis Function ◽

Basis Function ◽

Particle Swarm ◽

Swarm Optimization ◽

Radial Basis

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Improving generalization of radial basis function network with adaptive multi-objective particle swarm optimization

2009 IEEE International Conference on Systems, Man and Cybernetics ◽

10.1109/icsmc.2009.5346876 ◽

2009 ◽

Cited By ~ 3

Author(s):

Sultan Noman Qasem ◽

Siti Mariyam Hj. Shamsuddin

Keyword(s):

Particle Swarm Optimization ◽

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Network ◽

Particle Swarm ◽

Swarm Optimization ◽

Multi Objective ◽

Radial Basis ◽

Function Network

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