Radial Basis Function Network-Based Transform for a Nonlinear Support Vector Machine as Optimized by a Particle Swarm Optimization Algorithm with Application to QSAR Studies

Journal of Chemical Information and Modeling ◽

10.1021/ci700047x ◽

2007 ◽

Vol 47 (4) ◽

pp. 1438-1445 ◽

Author(s):

Li-Juan Tang ◽

Yan-Ping Zhou ◽

Jian-Hui Jiang ◽

Hong-Yan Zou ◽

Hai-Long Wu ◽

...

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Radial Basis Function Network ◽

Support Vector ◽

Swarm Optimization ◽

Qsar Studies ◽

Function Network ◽

Nonlinear Support

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Adaptive variable-weighted support vector machine as optimized by particle swarm optimization algorithm with application of QSAR studies

Talanta ◽

10.1016/j.talanta.2010.11.039 ◽

2011 ◽

Vol 84 (1) ◽

pp. 13-18 ◽

Author(s):

Jian-Hui Wen ◽

Ke-Jun Zhong ◽

Li-Juan Tang ◽

Jian-Hui Jiang ◽

Hai-Long Wu ◽

...

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

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Shape optimization of GFRP elastic gridshells by the weighted Lagrange ε-twin support vector machine and multi-objective particle swarm optimization algorithm considering structural weight

10.1016/j.istruc.2021.05.077 ◽

2021 ◽

Vol 33 ◽

pp. 2066-2084

Author(s):

Soheila Kookalani ◽

Bin Cheng ◽

Sheng Xiang

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Shape Optimization ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Twin Support Vector Machine ◽

Support Vector ◽

Swarm Optimization ◽

Multi Objective

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Fault diagnosis of sensor by chaos particle swarm optimization algorithm and support vector machine

Expert Systems with Applications ◽

10.1016/j.eswa.2011.02.043 ◽

2011 ◽

Vol 38 (8) ◽

pp. 9908-9912 ◽

Author(s):

Zhao Chenglin ◽

Sun Xuebin ◽

Sun Songlin ◽

Jiang Ting

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Fault Diagnosis ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization

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Image reconstruction for an electrical capacitance tomography system based on a least-squares support vector machine and a self-adaptive particle swarm optimization algorithm

Measurement Science and Technology ◽

10.1088/0957-0233/22/10/104008 ◽

2011 ◽

Vol 22 (10) ◽

pp. 104008 ◽

Author(s):

Xia Chen ◽

Hong-li Hu ◽

Fei Liu ◽

Xiang Xiang Gao

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Support Vector ◽

Electrical Capacitance Tomography ◽

Electrical Capacitance ◽

Swarm Optimization ◽

Tomography System ◽

Capacitance Tomography

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Vehicle Fuel Consumption Prediction Based on Least Squares Support Vector Machine Optimized by Improved Particle Swarm Optimization Algorithm

Lecture Notes in Electrical Engineering - Proceedings of the 19th Asia Pacific Automotive Engineering Conference & SAE-China Congress 2017: Selected Papers ◽

10.1007/978-981-10-8506-2_75 ◽

2018 ◽

pp. 1109-1118

Author(s):

Yu Liu ◽

Mengliang Li ◽

Yueyun Xu ◽

Guo Jinwei

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Least Squares ◽

Fuel Consumption ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Support Vector ◽

Swarm Optimization ◽

Improved Particle Swarm Optimization ◽

Consumption Prediction

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QSAR modeling of peptide biological activity by coupling support vector machine with particle swarm optimization algorithm and genetic algorithm

Journal of Molecular Graphics and Modelling ◽

10.1016/j.jmgm.2010.06.002 ◽

2010 ◽

Vol 29 (2) ◽

pp. 188-196 ◽

Author(s):

Xuan Zhou ◽

Zhanchao Li ◽

Zong Dai ◽

Xiaoyong Zou

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Biological Activity ◽

Particle Swarm Optimization ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Support Vector ◽

Qsar Modeling ◽

Swarm Optimization ◽

Coupling Support

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Blasting vibration velocity prediction based on least squares support vector machine with particle swarm optimization algorithm

Geosystem Engineering ◽

10.1080/12269328.2019.1607570 ◽

2019 ◽

Vol 22 (5) ◽

pp. 279-288

Author(s):

Qing Yuan ◽

Shihong Zhai ◽

Li Wu ◽

Peishuai Chen ◽

Yuchun Zhou ◽

...

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Least Squares ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Vibration Velocity ◽

Support Vector ◽

Blasting Vibration ◽

Swarm Optimization ◽

Velocity Prediction

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A short-term load forecasting approach based on support vector machine with adaptive particle swarm optimization algorithm

2009 Chinese Control and Decision Conference ◽

10.1109/ccdc.2009.5192275 ◽

2009 ◽

Author(s):

Huang Yue ◽

Li Dan ◽

Gao Liqun ◽

Wang Hongyuan

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Load Forecasting ◽

Support Vector ◽

Swarm Optimization ◽

Adaptive Particle Swarm Optimization ◽

Short Term Load Forecasting

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A Combination of Modified Particle Swarm Optimization Algorithm and Support Vector Machine for Pattern Classification

2009 Third International Symposium on Intelligent Information Technology Application ◽

10.1109/iita.2009.149 ◽

2009 ◽

Author(s):

Zhiming Liu ◽

Cheng Wang ◽

Shanzhen Yi

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Pattern Classification ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Modified Particle Swarm Optimization

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A reliability forecasting method for distribution systems based on support vector machine with chaotic particle swarm optimization algorithm

2013 48th International Universities' Power Engineering Conference (UPEC) ◽

10.1109/upec.2013.6714983 ◽

2013 ◽

Author(s):

Z. Y. Li ◽

Z. Y. Xu ◽

H. C. Ye ◽

Z. Q. Wang

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Optimization Algorithm ◽

Distribution Systems ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Forecasting Method ◽

Chaotic Particle Swarm Optimization

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