Parameters optimization of support vector regression based on immune particle swarm optimization algorithm

Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation - GEC '09 ◽

10.1145/1543834.1543992 ◽

2009 ◽

Author(s):

Yan Wang ◽

Juexin Wang ◽

Wei Du ◽

Chen Zhang ◽

Yu Zhang ◽

...

Keyword(s):

Particle Swarm Optimization ◽

Support Vector Regression ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Parameters Optimization ◽

Support Vector ◽

Swarm Optimization

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A new fuzzy identification approach using support vector regression and particle swarm optimization algorithm

2009 ISECS International Colloquium on Computing, Communication, Control, and Management ◽

10.1109/cccm.2009.5268143 ◽

2009 ◽

Author(s):

WenJie Tian ◽

Yue Tian

Keyword(s):

Particle Swarm Optimization ◽

Support Vector Regression ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Support Vector ◽

Fuzzy Identification ◽

Swarm Optimization ◽

Identification Approach

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Intelligent Modeling Method for a Combined Radiation-Convection Grain Dryer: A Support Vector Regression Algorithm Based on an Improved Particle Swarm Optimization Algorithm

IEEE Access ◽

10.1109/access.2018.2806370 ◽

2018 ◽

Vol 6 ◽

pp. 14285-14297 ◽

Author(s):

Aini Dai ◽

Xiaoguang Zhou ◽

Hao Dang ◽

Muyi Sun ◽

Zidan Wu

Keyword(s):

Particle Swarm Optimization ◽

Support Vector Regression ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Modeling Method ◽

Support Vector ◽

Swarm Optimization ◽

Improved Particle Swarm Optimization ◽

Intelligent Modeling

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Model Selection of Least Squares Support Vector Regression Using Quantum-Behaved Particle Swarm Optimization Algorithm

2009 International Workshop on Intelligent Systems and Applications ◽

10.1109/iwisa.2009.5072956 ◽

2009 ◽

Author(s):

Xiang-Li Li ◽

Lin-Cheng Zhou ◽

Chun-Bo Liu

Keyword(s):

Particle Swarm Optimization ◽

Model Selection ◽

Least Squares ◽

Support Vector Regression ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

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Heterogeneous Catalysis Modeling Strategy Integrating Support Vector Regression and Chaotic Particle Swarm Optimization Algorithm

2009 International Conference on Computational Intelligence and Security ◽

10.1109/cis.2009.68 ◽

2009 ◽

Author(s):

Xiaoxia Han ◽

Gang Xie ◽

Keming Xie ◽

Jun Ren

Keyword(s):

Particle Swarm Optimization ◽

Heterogeneous Catalysis ◽

Support Vector Regression ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Chaotic Particle Swarm Optimization ◽

Modeling Strategy

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A Hybrid Support Vector Regression Based on Chaotic Particle Swarm Optimization Algorithm in Forecasting Financial Returns

2010 2nd International Conference on Information Engineering and Computer Science ◽

10.1109/iciecs.2010.5678364 ◽

2010 ◽

Author(s):

Yuanhu Cheng ◽

Yuchen Fu ◽

Guifen Gong

Keyword(s):

Particle Swarm Optimization ◽

Support Vector Regression ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Support Vector ◽

Financial Returns ◽

Swarm Optimization ◽

Chaotic Particle Swarm Optimization

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Prediction of Mine Gas Emission Rate using Support Vector Regression and Chaotic Particle Swarm Optimization Algorithm

Journal of Computers ◽

10.4304/jcp.8.11.2908-2915 ◽

2013 ◽

Vol 8 (11) ◽

Author(s):

Qian Meng ◽

Xiaoping Ma ◽

Yan Zhou

Keyword(s):

Particle Swarm Optimization ◽

Support Vector Regression ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Emission Rate ◽

Particle Swarm ◽

Support Vector ◽

Gas Emission ◽

Swarm Optimization ◽

Chaotic Particle Swarm Optimization

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Comparative predicting study of heterogeneous catalysis using support vector regression and neural networks with chaotic particle swarm optimization algorithm

2009 IEEE International Conference on Intelligent Computing and Intelligent Systems ◽

10.1109/icicisys.2009.5357845 ◽

2009 ◽

Author(s):

Xiaoxia Han ◽

Gang Xie ◽

Keming Xie ◽

Jun Ren

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Heterogeneous Catalysis ◽

Support Vector Regression ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Chaotic Particle Swarm Optimization

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Intrusion Detection Quantitative Analysis with Support Vector Regression and Particle Swarm Optimization Algorithm

2009 International Conference on Wireless Networks and Information Systems ◽

10.1109/wnis.2009.79 ◽

2009 ◽

Author(s):

WenJie Tian ◽

JiCheng Liu

Keyword(s):

Particle Swarm Optimization ◽

Quantitative Analysis ◽

Intrusion Detection ◽

Support Vector Regression ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization

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Structural Deformation Forecasting Based On Support Vector Regression Trained By Particle Swarm Optimization Algorithm

INTERNATIONAL JOURNAL ON Advances in Information Sciences and Service Sciences ◽

10.4156/aiss.vol4.issue5.16 ◽

2012 ◽

Vol 4 (5) ◽

pp. 130-136

Author(s):

YIN Zihong ◽

LI yuanfu

Keyword(s):

Particle Swarm Optimization ◽

Support Vector Regression ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Structural Deformation ◽

Support Vector ◽

Swarm Optimization

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Support vector regression and particle swarm optimization algorithm for intelligent electronic circuit fault diagnosis

2009 2nd IEEE International Conference on Computer Science and Information Technology ◽

10.1109/iccsit.2009.5234888 ◽

2009 ◽

Author(s):

WenJie Tian ◽

Yue Tian ◽

Lan Ai ◽

JiCheng Liu

Keyword(s):

Particle Swarm Optimization ◽

Fault Diagnosis ◽

Support Vector Regression ◽

Optimization Algorithm ◽

Electronic Circuit ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Circuit Fault Diagnosis

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