Support vector regression based on optimal training subset and adaptive particle swarm optimization algorithm

Applied Soft Computing ◽

10.1016/j.asoc.2013.04.003 ◽

2013 ◽

Vol 13 (8) ◽

pp. 3473-3481 ◽

Author(s):

JinXing Che

Keyword(s):

Particle Swarm Optimization ◽

Support Vector Regression ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Adaptive Particle Swarm Optimization ◽

Training Subset

Download Full-text

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

Download Full-text

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

Download Full-text

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 ◽

Download Full-text

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

Download Full-text

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

Download Full-text

Application of incremental support vector regression based on optimal training subset and improved particle swarm optimization algorithm in real-time sensor fault diagnosis

Applied Intelligence ◽

10.1007/s10489-020-01916-9 ◽

2020 ◽

Author(s):

Dongdong Zhang ◽

Wenguo Xiang ◽

Qiwei Cao ◽

Shiyi Chen

Keyword(s):

Particle Swarm Optimization ◽

Fault Diagnosis ◽

Support Vector Regression ◽

Real Time ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Support Vector ◽

Sensor Fault ◽

Swarm Optimization ◽

Training Subset

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text