Hybridized particle swarm algorithm for adaptive structure training of multilayer feed-forward neural network: QSAR studies of bioactivity of organic compounds

Qi Shen; Jian-Hui Jiang; Chen-Xu Jiao; Wei-Qi Lin; Guo-Li Shen; Ru-Qin Yu

doi:10.1002/jcc.20094

Hybridized particle swarm algorithm for adaptive structure training of multilayer feed-forward neural network: QSAR studies of bioactivity of organic compounds

Journal of Computational Chemistry ◽

10.1002/jcc.20094 ◽

2004 ◽

Vol 25 (14) ◽

pp. 1726-1735 ◽

Cited By ~ 27

Author(s):

Qi Shen ◽

Jian-Hui Jiang ◽

Chen-Xu Jiao ◽

Wei-Qi Lin ◽

Guo-Li Shen ◽

...

Keyword(s):

Neural Network ◽

Organic Compounds ◽

Particle Swarm ◽

Particle Swarm Algorithm ◽

Feed Forward Neural Network ◽

Feed Forward ◽

Qsar Studies ◽

Adaptive Structure ◽

Swarm Algorithm

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A Hybrid Particle Swarm Algorithm for the Structure and Parameters Optimization of Feed-Forward Neural Network

Advances in Neural Networks – ISNN 2007 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-72395-0_27 ◽

2007 ◽

pp. 213-218 ◽

Cited By ~ 2

Author(s):

Tang Xian-Lun ◽

Li Yin-Guo ◽

Zhuang Ling

Keyword(s):

Neural Network ◽

Particle Swarm ◽

Parameters Optimization ◽

Particle Swarm Algorithm ◽

Feed Forward Neural Network ◽

Feed Forward ◽

Hybrid Particle ◽

Swarm Algorithm

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Support vector machine based training of multilayer feedforward neural networks as optimized by particle swarm algorithm: Application in QSAR studies of bioactivity of organic compounds

Journal of Computational Chemistry ◽

10.1002/jcc.20561 ◽

2006 ◽

Vol 28 (2) ◽

pp. 519-527 ◽

Cited By ~ 10

Author(s):

Wei-Qi Lin ◽

Jian-Hui Jiang ◽

Yan-Ping Zhou ◽

Hai-Long Wu ◽

Guo-Li Shen ◽

...

Keyword(s):

Neural Networks ◽

Support Vector Machine ◽

Organic Compounds ◽

Particle Swarm ◽

Feedforward Neural Networks ◽

Support Vector ◽

Particle Swarm Algorithm ◽

Qsar Studies ◽

Swarm Algorithm

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Particle swarm algorithm trained neural network for QSAR studies of inhibitors of platelet-derived growth factor receptor phosphorylation

European Journal of Pharmaceutical Sciences ◽

10.1016/j.ejps.2006.04.001 ◽

2006 ◽

Vol 28 (5) ◽

pp. 369-376 ◽

Cited By ~ 20

Author(s):

Qi Shen ◽

Wei-min Shi ◽

Xi-ping Yang ◽

Bao-xian Ye

Keyword(s):

Neural Network ◽

Growth Factor ◽

Particle Swarm ◽

Growth Factor Receptor ◽

Platelet Derived Growth Factor ◽

Particle Swarm Algorithm ◽

Receptor Phosphorylation ◽

Qsar Studies ◽

Swarm Algorithm ◽

Trained Neural Network

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Hybrid Method to Predict Melting Points of Organic Compounds Using Group Contribution + Neural Network + Particle Swarm Algorithm

Industrial & Engineering Chemistry Research ◽

10.1021/ie900431f ◽

2009 ◽

Vol 48 (18) ◽

pp. 8760-8766 ◽

Cited By ~ 25

Author(s):

Juan A. Lazzús

Keyword(s):

Neural Network ◽

Organic Compounds ◽

Hybrid Method ◽

Particle Swarm ◽

Group Contribution ◽

Particle Swarm Algorithm ◽

Melting Points ◽

Swarm Algorithm

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Application of neural network based on particle swarm algorithm for the results of the students

2010 8th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2010.5554508 ◽

2010 ◽

Cited By ~ 1

Author(s):

Wen-Ying Zhang ◽

Xiu-Yan Peng ◽

Mo Tang

Keyword(s):

Neural Network ◽

Particle Swarm ◽

Particle Swarm Algorithm ◽

Swarm Algorithm

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The Magnetic Levitation Ball Position Control with Fuzzy Neural Network Based on Particle Swarm Algorithm

2018 37th Chinese Control Conference (CCC) ◽

10.23919/chicc.2018.8483692 ◽

2018 ◽

Cited By ~ 1

Author(s):

Hao An ◽

Jinyu Chen

Keyword(s):

Neural Network ◽

Fuzzy Neural Network ◽

Position Control ◽

Magnetic Levitation ◽

Particle Swarm ◽

Particle Swarm Algorithm ◽

Fuzzy Neural ◽

Swarm Algorithm

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Integration of an Improved Particle Swarm Algorithm and Fuzzy Neural Network for Shanghai Stock Market Prediction

2008 Workshop on Power Electronics and Intelligent Transportation System ◽

10.1109/peits.2008.85 ◽

2008 ◽

Cited By ~ 2

Author(s):

Fu-Yuan Huang

Keyword(s):

Neural Network ◽

Stock Market ◽

Fuzzy Neural Network ◽

Particle Swarm ◽

Particle Swarm Algorithm ◽

Stock Market Prediction ◽

Fuzzy Neural ◽

Swarm Algorithm

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Adaptive Configuring of Radial Basis Function Network by Hybrid Particle Swarm Algorithm for QSAR Studies of Organic Compounds

Journal of Chemical Information and Modeling ◽

10.1021/ci600218d ◽

2006 ◽

Vol 46 (6) ◽

pp. 2494-2501 ◽

Cited By ~ 8

Author(s):

Yan-Ping Zhou ◽

Jian-Hui Jiang ◽

Wei-Qi Lin ◽

Hong-Yan Zou ◽

Hai-Long Wu ◽

...

Keyword(s):

Radial Basis Function ◽

Organic Compounds ◽

Basis Function ◽

Radial Basis Function Network ◽

Particle Swarm ◽

Particle Swarm Algorithm ◽

Hybrid Particle ◽

Qsar Studies ◽

Radial Basis ◽

Function Network

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A Gaussian Particle Swarm Optimization for Training a Feed Forward Neural Network

Advances in Intelligent Systems and Computing - Trends in Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection ◽

10.1007/978-3-319-07476-4_8 ◽

2014 ◽

pp. 61-68

Author(s):

Haydee Melo ◽

Junzo Watada

Keyword(s):

Neural Network ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Feed Forward Neural Network ◽

Swarm Optimization ◽

Feed Forward

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Research on the identification of temperature in intelligent building based on feed forward neural network and particle swarm optimization algorithm

2010 Sixth International Conference on Natural Computation ◽

10.1109/icnc.2010.5584480 ◽

2010 ◽

Cited By ~ 5

Author(s):

Liang Chen ◽

Qian-sheng Fang ◽

Zhen-ya Zhang

Keyword(s):

Neural Network ◽

Particle Swarm Optimization ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Feed Forward Neural Network ◽

Intelligent Building ◽

Swarm Optimization ◽

Feed Forward

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