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Understanding the influencing factors and mechanisms (land use changes and check dams) controlling changes in the soil organic carbon of typical loess watersheds in China

Land degradation & development, 2022-10, Vol.33 (16), p.3150-3162

2022

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Short-term electrical load forecasting using the Support Vector Regression (SVR) model to calculate the demand response baseline for office buildings

Applied energy, 2017-06, Vol.195, p.659-670

2017

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Improvement of laser welded TC4/CFRTP joint strength by combination of surface modification of MAO and laser texturing

Thin-walled structures, 2024-03, Vol.196, p.111409, Article 111409

2024

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Bayesian optimization algorithm based support vector regression analysis for estimation of shear capacity of FRP reinforced concrete members

Applied soft computing, 2021-07, Vol.105, p.107281, Article 107281

2021

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Prediction of landslide step-like displacement using factor preprocessing-based hybrid optimized SVR model in the Three Gorges Reservoir, China

Gondwana research, 2024-02, Vol.126, p.289-304

2024

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Optimal design of Savonius wind turbine blade based on support vector regression surrogate model and modified flower pollination algorithm

Energy conversion and management, 2022-10, Vol.270, p.116247, Article 116247

2022

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Compressive strength evaluation of ultra-great workability concrete by creating hybridized regression analysis

International journal of computational methods in engineering science and mechanics, 2024-05, Vol.25 (3), p.165-176

2024

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Monthly evapotranspiration estimation using optimal climatic parameters: efficacy of hybrid support vector regression integrated with whale optimization algorithm

Environmental monitoring and assessment, 2020-11, Vol.192 (11), p.696-696, Article 696

2020

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Construction of Local Fiscal Revenue Forecasting Model Based on SVR Model

Applied mathematics and nonlinear sciences, 2024-01, Vol.9 (1)

Yu, Xianghui

2024

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Building machine-learning-based models for retention time and resolution predictions in ion pair chromatography of oligonucleotides

Journal of Chromatography A, 2022-05, Vol.1671, p.462999, Article 462999

2022

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A possible fractional order derivative and optimized spectral indices for assessing total nitrogen content in cotton

Computers and electronics in agriculture, 2020-04, Vol.171, p.105275, Article 105275

2020

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Hybrid machine learning modeling of nitrogen removal from wastewater using gas-liquid-solid circulating fluidized bed riser

Chemical engineering research & design, 2024-07, Vol.207, p.295-307

2024

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Comparison of ethane recovery processes for lean gas based on a coupled model

Journal of cleaner production, 2024-01, Vol.434, p.139726, Article 139726

2024

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Experimental study-based hybrid SVR-GWO modeling of copper sustainable reclamation from spent printed circuit boards (PCBs) induced by leaching followed by liquid–liquid extraction

Journal of environmental chemical engineering, 2024-10, Vol.12 (5), p.114056, Article 114056

2024

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Evaluating a coupled discrete wavelet transform and support vector regression for daily and monthly streamflow forecasting

Journal of hydrology (Amsterdam), 2014-11, Vol.519, p.2822-2831

2014

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Energy consumption forecast model of CNC machine tools based on support vector regression optimized by improved artificial hummingbird algorithm

Proceedings of the Institution of Mechanical Engineers. Part I, Journal of systems and control engineering, 2024-05

2024

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Prediction of chloride ion concentration distribution in basalt-polypropylene fiber reinforced concrete based on optimized machine learning algorithm

Materials today communications, 2023-08, Vol.36, p.106565, Article 106565

2023

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A Method for Predicting Coal Temperature Using CO with GA-SVR Model for Early Warning of the Spontaneous Combustion of Coal

Combustion science and technology, 2022-02, Vol.194 (3), p.523-538

2022

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A Machine Learning Approach to Predict the Average Localization Error With Applications to Wireless Sensor Networks

IEEE access, 2020, Vol.8, p.208253-208263

2020

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SVRGSA: a hybrid learning based model for short-term traffic flow forecasting

IET intelligent transport systems, 2019-09, Vol.13 (9), p.1348-1355

2019

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Support Vector Machine Algorithms: An Application to Ship Price Forecasting

Computational economics, 2021, Vol.57 (1), p.55-87

2021

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Research on Effective Wind Speed Estimation and Prediction Method Based on Wind Turbine Driven Pumping Unit

Journal of circuits, systems, and computers, 2024-08, Vol.33 (12)

2024

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Short-term wind power forecasting and uncertainty analysis using a hybrid intelligent method

IET renewable power generation, 2017-04, Vol.11 (5), p.678-687

2017

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Online Support Vector Regression Based Adaptive NARMA-L2 Controller for Nonlinear Systems

Neural processing letters, 2021-02, Vol.53 (1), p.405-428

2021

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A CNN-GRU-SVR based Deep Hybrid Model for Water Quality Forecasting of the River Ganga

2021 International Conference on Artificial Intelligence and Machine Vision (AIMV), 2021, p.1-6

2021

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Understanding the influencing factors and mechanisms (land use changes and check dams) controlling changes in the soil organic carbon of typical loess watersheds in China

Short-term electrical load forecasting using the Support Vector Regression (SVR) model to calculate the demand response baseline for office buildings

Improvement of laser welded TC4/CFRTP joint strength by combination of surface modification of MAO and laser texturing

Bayesian optimization algorithm based support vector regression analysis for estimation of shear capacity of FRP reinforced concrete members

Prediction of landslide step-like displacement using factor preprocessing-based hybrid optimized SVR model in the Three Gorges Reservoir, China

Optimal design of Savonius wind turbine blade based on support vector regression surrogate model and modified flower pollination algorithm

Compressive strength evaluation of ultra-great workability concrete by creating hybridized regression analysis

Monthly evapotranspiration estimation using optimal climatic parameters: efficacy of hybrid support vector regression integrated with whale optimization algorithm

Construction of Local Fiscal Revenue Forecasting Model Based on SVR Model

Building machine-learning-based models for retention time and resolution predictions in ion pair chromatography of oligonucleotides

A possible fractional order derivative and optimized spectral indices for assessing total nitrogen content in cotton

Hybrid machine learning modeling of nitrogen removal from wastewater using gas-liquid-solid circulating fluidized bed riser

Comparison of ethane recovery processes for lean gas based on a coupled model

Experimental study-based hybrid SVR-GWO modeling of copper sustainable reclamation from spent printed circuit boards (PCBs) induced by leaching followed by liquid–liquid extraction

Evaluating a coupled discrete wavelet transform and support vector regression for daily and monthly streamflow forecasting

Energy consumption forecast model of CNC machine tools based on support vector regression optimized by improved artificial hummingbird algorithm

Prediction of chloride ion concentration distribution in basalt-polypropylene fiber reinforced concrete based on optimized machine learning algorithm

A Method for Predicting Coal Temperature Using CO with GA-SVR Model for Early Warning of the Spontaneous Combustion of Coal

A Machine Learning Approach to Predict the Average Localization Error With Applications to Wireless Sensor Networks

SVRGSA: a hybrid learning based model for short-term traffic flow forecasting

Support Vector Machine Algorithms: An Application to Ship Price Forecasting

Research on Effective Wind Speed Estimation and Prediction Method Based on Wind Turbine Driven Pumping Unit

Short-term wind power forecasting and uncertainty analysis using a hybrid intelligent method

Online Support Vector Regression Based Adaptive NARMA-L2 Controller for Nonlinear Systems

A CNN-GRU-SVR based Deep Hybrid Model for Water Quality Forecasting of the River Ganga

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