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2023

Journal Article

An integrated federated learning algorithm for short-term load forecasting

Yang, Yang, Wang, Zijin, Zhao, Shangrui and Wu, Jinran (2023). An integrated federated learning algorithm for short-term load forecasting. Electric Power Systems Research, 214 108830, 1-10. doi: 10.1016/j.epsr.2022.108830

An integrated federated learning algorithm for short-term load forecasting

2023

Journal Article

A new algorithm for support vector regression with automatic selection of hyperparameters

Wang, You-Gan, Wu, Jinran, Hu, Zhi-Hua and McLachlan, Geoffrey J. (2023). A new algorithm for support vector regression with automatic selection of hyperparameters. Pattern Recognition, 133 108989, 1-9. doi: 10.1016/j.patcog.2022.108989

A new algorithm for support vector regression with automatic selection of hyperparameters

2022

Journal Article

An asymmetric bisquare regression for mixed cyberattack-resilient load forecasting

Zhao, Shangrui, Wu, Qingyue, Zhang, Yueyi, Wu, Jinran and Li, Xi-An (2022). An asymmetric bisquare regression for mixed cyberattack-resilient load forecasting. Expert Systems with Applications, 210 118467, 118467-210. doi: 10.1016/j.eswa.2022.118467

An asymmetric bisquare regression for mixed cyberattack-resilient load forecasting

2022

Journal Article

Solving a Class of High-Order Elliptic PDEs Using Deep Neural Networks Based on Its Coupled Scheme

Li, Xi’an, Wu, Jinran, Zhang, Lei and Tai, Xin (2022). Solving a Class of High-Order Elliptic PDEs Using Deep Neural Networks Based on Its Coupled Scheme. Mathematics, 10 (22), 4186. doi: 10.3390/math10224186

Solving a Class of High-Order Elliptic PDEs Using Deep Neural Networks Based on Its Coupled Scheme

2022

Journal Article

An effective distance-based centrality approach for exploring the centrality of maritime shipping network

Kuang, Zengjie, Liu, Chanjuan, Wu, Jinran and Wang, You-Gan (2022). An effective distance-based centrality approach for exploring the centrality of maritime shipping network. Heliyon, 8 (11) e11474, 1-12. doi: 10.1016/j.heliyon.2022.e11474

An effective distance-based centrality approach for exploring the centrality of maritime shipping network

2022

Journal Article

A statistical learning framework for spatial-temporal feature selection and application to air quality index forecasting

Zhao, Zixi, Wu, Jinran, Cai, Fengjing, Zhang, Shaotong and Wang, You-Gan (2022). A statistical learning framework for spatial-temporal feature selection and application to air quality index forecasting. Ecological Indicators, 144 109416, 1-16. doi: 10.1016/j.ecolind.2022.109416

A statistical learning framework for spatial-temporal feature selection and application to air quality index forecasting

2022

Journal Article

A novel decompose-cluster-feedback algorithm for load forecasting with hierarchical structure

Yang, Yang, Zhou, Hu, Wu, Jinran, Liu, Chan-Juan and Wang, You-Gan (2022). A novel decompose-cluster-feedback algorithm for load forecasting with hierarchical structure. International Journal of Electrical Power and Energy Systems, 142 (Part A) 108249, 1-14. doi: 10.1016/j.ijepes.2022.108249

A novel decompose-cluster-feedback algorithm for load forecasting with hierarchical structure

2022

Journal Article

In situ observations of hydro-sediment dynamics on the abandoned Diaokou lobe of the Yellow River Delta: erosion mechanism and rate

Zhang, Shaotong, Zhang, Yaqi, Xu, Jishang, Guo, Lei, Li, Guangxue, Jia, Yonggang, Qiao, Lulu, Wu, Jinran, Wen, Mingzheng and Zhu, Chaoqi (2022). In situ observations of hydro-sediment dynamics on the abandoned Diaokou lobe of the Yellow River Delta: erosion mechanism and rate. Estuarine, Coastal and Shelf Science, 277 108065. doi: 10.1016/j.ecss.2022.108065

In situ observations of hydro-sediment dynamics on the abandoned Diaokou lobe of the Yellow River Delta: erosion mechanism and rate

2022

Journal Article

Prediction of shear stress induced by shoaling internal solitary waves based on machine learning method

Tian, Zhuangcai, Liu, Hanlu, Zhang, Shaotong, Wu, Jinran and Tian, Jiahao (2022). Prediction of shear stress induced by shoaling internal solitary waves based on machine learning method. Marine Georesources & Geotechnology, 41 (2), 221-232. doi: 10.1080/1064119x.2022.2136045

Prediction of shear stress induced by shoaling internal solitary waves based on machine learning method

2022

Journal Article

An effective dimensionality reduction approach for short-term load forecasting

Yang, Yang, Wang, Zijin, Gao, Yuchao, Wu, Jinran, Zhao, Shangrui and Ding, Zhe (2022). An effective dimensionality reduction approach for short-term load forecasting. Electric Power Systems Research, 210 108150. doi: 10.1016/j.epsr.2022.108150

An effective dimensionality reduction approach for short-term load forecasting

2022

Journal Article

An optimal statistical regression model for predicting wave-induced equilibrium scour depth in sandy and silty seabeds beneath pipelines

Zhang, Yaqi, Wu, Jinran, Zhang, Shaotong, Li, Guangxue, Jeng, Dong-Sheng, Xu, Jishang, Tian, Zhuangcai and Xu, Xingyu (2022). An optimal statistical regression model for predicting wave-induced equilibrium scour depth in sandy and silty seabeds beneath pipelines. Ocean Engineering, 258 111709. doi: 10.1016/j.oceaneng.2022.111709

An optimal statistical regression model for predicting wave-induced equilibrium scour depth in sandy and silty seabeds beneath pipelines

2022

Journal Article

Overseas warehouse deployment for cross-border e-commerce in the context of the belt and road initiative

Liu, Chanjuan, Wu, Jinran and Lakshika Jayetileke, Harshanie (2022). Overseas warehouse deployment for cross-border e-commerce in the context of the belt and road initiative. Sustainability, 14 (15) 9642, 9642. doi: 10.3390/su14159642

Overseas warehouse deployment for cross-border e-commerce in the context of the belt and road initiative

2022

Journal Article

An opposition learning and spiral modelling based arithmetic optimization algorithm for global continuous optimization problems

Yang, Yang, Gao, Yuchao, Tan, Shuang, Zhao, Shangrui, Wu, Jinran, Gao, Shangce, Zhang, Tengfei, Tian, Yu-Chu and Wang, You-Gan (2022). An opposition learning and spiral modelling based arithmetic optimization algorithm for global continuous optimization problems. Engineering Applications of Artificial Intelligence, 113 104981, 1-14. doi: 10.1016/j.engappai.2022.104981

An opposition learning and spiral modelling based arithmetic optimization algorithm for global continuous optimization problems

2022

Journal Article

A physics-informed statistical learning framework for forecasting local suspended sediment concentrations in marine environment

Zhang, Shaotong, Wu, Jinran, Wang, You-Gan, Jeng, Dong-Sheng and Li, Guangxue (2022). A physics-informed statistical learning framework for forecasting local suspended sediment concentrations in marine environment. Water Research, 218 118518, 1-16. doi: 10.1016/j.watres.2022.118518

A physics-informed statistical learning framework for forecasting local suspended sediment concentrations in marine environment

2022

Journal Article

An efficient DBSCAN optimized by arithmetic optimization algorithm with opposition-based learning

Yang, Yang, Qian, Chen, Li, Haomiao, Gao, Yuchao, Wu, Jinran, Liu, Chan-Juan and Zhao, Shangrui (2022). An efficient DBSCAN optimized by arithmetic optimization algorithm with opposition-based learning. The Journal of Supercomputing, 78 (18), 19566-19604. doi: 10.1007/s11227-022-04634-w

An efficient DBSCAN optimized by arithmetic optimization algorithm with opposition-based learning

2022

Journal Article

Optimal battery capacity in electrical load scheduling

Duan, Qibin, Wu, Jinran and Wang, You-Gan (2022). Optimal battery capacity in electrical load scheduling. Journal of Energy Storage, 50 104190, 1-9. doi: 10.1016/j.est.2022.104190

Optimal battery capacity in electrical load scheduling

2022

Journal Article

Robustified extreme learning machine regression with applications in outlier-blended wind-speed forecasting

Yang, Yang, Zhou, Hu, Wu, Jinran, Ding, Zhe and Wang, You-Gan (2022). Robustified extreme learning machine regression with applications in outlier-blended wind-speed forecasting. Applied Soft Computing, 122 108814. doi: 10.1016/j.asoc.2022.108814

Robustified extreme learning machine regression with applications in outlier-blended wind-speed forecasting

2022

Journal Article

Event-triggered output feedback containment control for a class of stochastic nonlinear multi-agent systems

Yang, Yang, Xi, Xiaorui, Miao, Songtao and Wu, Jinran (2022). Event-triggered output feedback containment control for a class of stochastic nonlinear multi-agent systems. Applied Mathematics and Computation, 418 126817. doi: 10.1016/j.amc.2021.126817

Event-triggered output feedback containment control for a class of stochastic nonlinear multi-agent systems

2022

Journal Article

A modified memetic algorithm with an application to gene selection in a sheep body weight study

Miao, Maoxuan, Wu, Jinran, Cai, Fengjing and Wang, You-Gan (2022). A modified memetic algorithm with an application to gene selection in a sheep body weight study. Animals, 12 (2) 201, 1-15. doi: 10.3390/ani12020201

A modified memetic algorithm with an application to gene selection in a sheep body weight study

2021

Conference Publication

Improve Exploration of Arithmetic Optimization Algorithm by Opposition-based Learning

Lin, Xia, Li, Haomiao, Jiang, Xin, Gao, Yuchao, Wu, Jinran and Yang, Yang (2021). Improve Exploration of Arithmetic Optimization Algorithm by Opposition-based Learning. 2021 IEEE International Conference on Progress in Informatics and Computing (PIC), Shanghai, China, 17-19 December 2021. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/pic53636.2021.9687010

Improve Exploration of Arithmetic Optimization Algorithm by Opposition-based Learning