AI-HydSu: An advanced hybrid approach using support vector regression and particle swarm optimization for dissolved oxygen forecasting

Dashe Li;  ; Xueying Wang; Jiajun Sun; Huanhai Yang;

doi:10.3934/mbe.2021182

AI-HydSu: An advanced hybrid approach using support vector regression and particle swarm optimization for dissolved oxygen forecasting

Mathematical Biosciences and Engineering ◽

10.3934/mbe.2021182 ◽

2021 ◽

Vol 18 (4) ◽

pp. 3646-3666

Author(s):

Dashe Li ◽

◽

Xueying Wang ◽

Jiajun Sun ◽

Huanhai Yang ◽

...

Keyword(s):

Particle Swarm Optimization ◽

Dissolved Oxygen ◽

Support Vector Regression ◽

Hybrid Approach ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization

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Prediction of dissolved oxygen content in river crab culture based on least squares support vector regression optimized by improved particle swarm optimization

Computers and Electronics in Agriculture ◽

10.1016/j.compag.2013.03.009 ◽

2013 ◽

Vol 95 ◽

pp. 82-91 ◽

Cited By ~ 49

Author(s):

Shuangyin Liu ◽

Longqin Xu ◽

Daoliang Li ◽

Qiucheng Li ◽

Yu Jiang ◽

...

Keyword(s):

Particle Swarm Optimization ◽

Dissolved Oxygen ◽

Least Squares ◽

Support Vector Regression ◽

Oxygen Content ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Improved Particle Swarm Optimization

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A novel hybrid approach based on self-organizing maps, support vector regression and particle swarm optimization to forecast solar irradiance

Energy ◽

10.1016/j.energy.2015.01.066 ◽

2015 ◽

Vol 82 ◽

pp. 570-577 ◽

Cited By ~ 60

Author(s):

Zibo Dong ◽

Dazhi Yang ◽

Thomas Reindl ◽

Wilfred M. Walsh

Keyword(s):

Particle Swarm Optimization ◽

Support Vector Regression ◽

Solar Irradiance ◽

Hybrid Approach ◽

Particle Swarm ◽

Support Vector ◽

Self Organizing Maps ◽

Swarm Optimization ◽

Self Organizing

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RISK ASSESSMENT AND CLASSIFICATION FOR DETENTION BASINS BASED ON PARTICLE SWARM OPTIMIZATION - SUPPORT VECTOR REGRESSION (PSO-SVR) IN HUAIHE RIVER BASIN, CHINA

Environmental Engineering and Management Journal ◽

10.30638/eemj.2013.226 ◽

2013 ◽

Vol 12 (9) ◽

pp. 1843-1848 ◽

Cited By ~ 1

Author(s):

Junfei Chen ◽

Shihao Zhao ◽

Huimin Wang ◽

Shufang Zhao

Keyword(s):

Risk Assessment ◽

Particle Swarm Optimization ◽

Support Vector Regression ◽

River Basin ◽

Particle Swarm ◽

Support Vector ◽

Huaihe River Basin ◽

Huaihe River ◽

Swarm Optimization ◽

Detention Basins

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An enhanced extrapolation method based on particle swarm optimization-support vector regression to determine the friction coefficient between aircraft tire and runway surface

Review of Scientific Instruments ◽

10.1063/1.5090915 ◽

2019 ◽

Vol 90 (9) ◽

pp. 095110

Author(s):

Liwei Zhan ◽

Fang Ma ◽

Xiaojun Song ◽

Hongwei Sun ◽

Chengwei Li

Keyword(s):

Particle Swarm Optimization ◽

Friction Coefficient ◽

Support Vector Regression ◽

Particle Swarm ◽

Extrapolation Method ◽

Support Vector ◽

Swarm Optimization

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Using decision tree, particle swarm optimization, and support vector regression to design a median-type filter with a 2-level impulse detector for image enhancement

Information Sciences ◽

10.1016/j.ins.2012.01.020 ◽

2012 ◽

Vol 195 ◽

pp. 103-123 ◽

Cited By ~ 11

Author(s):

Hung-Hsu Tsai ◽

Bae-Muu Chang ◽

Xuan-Ping Lin

Keyword(s):

Particle Swarm Optimization ◽

Decision Tree ◽

Support Vector Regression ◽

Image Enhancement ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Impulse Detector

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Traffic flow forecasting with particle swarm optimization and support vector regression

17th International IEEE Conference on Intelligent Transportation Systems (ITSC) ◽

10.1109/itsc.2014.6958049 ◽

2014 ◽

Cited By ~ 8

Author(s):

Jianming Hu ◽

Pan Gao ◽

Yunfei Yao ◽

Xudong Xie

Keyword(s):

Particle Swarm Optimization ◽

Support Vector Regression ◽

Traffic Flow ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Traffic Flow Forecasting

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An Indoor RFID Location Algorithm Based on Support Vector Regression and Particle Swarm Optimization

2018 IEEE 88th Vehicular Technology Conference (VTC-Fall) ◽

10.1109/vtcfall.2018.8690994 ◽

2018 ◽

Cited By ~ 2

Author(s):

Li Yang ◽

Qinshu Liu ◽

Jie Xu ◽

Jing Hu ◽

Tiecheng Song

Keyword(s):

Particle Swarm Optimization ◽

Support Vector Regression ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Location Algorithm

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State of Health Estimation for Power Battery Based on Support Vector Regression and Particle Swarm Optimization Method

10.23919/ccc52363.2021.9550526 ◽

2021 ◽

Author(s):

Rui Yang ◽

Xiangwen Zhang ◽

Gengfeng Liu ◽

Shaoyang Hou

Keyword(s):

Particle Swarm Optimization ◽

Support Vector Regression ◽

Particle Swarm ◽

Optimization Method ◽

Support Vector ◽

State Of Health ◽

Swarm Optimization ◽

Power Battery ◽

Particle Swarm Optimization Method

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Housing Price Forecasting Based on Least Squares Support Vector Regression with Particle Swarm Optimization

Journal of Convergence Information Technology ◽

10.4156/jcit.vol6.issue11.37 ◽

2011 ◽

Vol 6 (11) ◽

pp. 325-333

Author(s):

Rong Liu ◽

Hong Ren

Keyword(s):

Particle Swarm Optimization ◽

Least Squares ◽

Support Vector Regression ◽

Particle Swarm ◽

Housing Price ◽

Support Vector ◽

Price Forecasting ◽

Swarm Optimization

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Yield prediction of apricot using a hybrid particle swarm optimization-imperialist competitive algorithm- support vector regression (PSO-ICA-SVR) method

Scientia Horticulturae ◽

10.1016/j.scienta.2019.108756 ◽

2019 ◽

Vol 257 ◽

pp. 108756 ◽

Cited By ~ 5

Author(s):

I. Esfandiarpour-Boroujeni ◽

E. Karimi ◽

H. Shirani ◽

M. Esmaeilizadeh ◽

Z. Mosleh

Keyword(s):

Particle Swarm Optimization ◽

Support Vector Regression ◽

Particle Swarm ◽

Imperialist Competitive Algorithm ◽

Support Vector ◽

Yield Prediction ◽

Swarm Optimization ◽

Hybrid Particle ◽

Competitive Algorithm ◽

Hybrid Particle Swarm Optimization

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