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2022 Journal Article Prediction of shear stress induced by shoaling internal solitary waves based on machine learning methodTian, 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 |
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2022 Journal Article An effective dimensionality reduction approach for short-term load forecastingYang, 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 |
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2022 Journal Article An optimal statistical regression model for predicting wave-induced equilibrium scour depth in sandy and silty seabeds beneath pipelinesZhang, 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 |
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2022 Journal Article Overseas warehouse deployment for cross-border e-commerce in the context of the belt and road initiativeLiu, 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 |
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2022 Journal Article An opposition learning and spiral modelling based arithmetic optimization algorithm for global continuous optimization problemsYang, 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 |
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2022 Journal Article A physics-informed statistical learning framework for forecasting local suspended sediment concentrations in marine environmentZhang, 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 |
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2022 Journal Article An efficient DBSCAN optimized by arithmetic optimization algorithm with opposition-based learningYang, 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 |
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2022 Journal Article Robustified extreme learning machine regression with applications in outlier-blended wind-speed forecastingYang, 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 |
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2022 Journal Article Optimal battery capacity in electrical load schedulingDuan, 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 |
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2022 Journal Article Event-triggered output feedback containment control for a class of stochastic nonlinear multi-agent systemsYang, 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 |
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2022 Journal Article A modified memetic algorithm with an application to gene selection in a sheep body weight studyMiao, 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 |
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2021 Journal Article Long-Range Dependence and Multifractality of Ship Flow Sequences in Container Ports: A Comparison of Shanghai, Singapore, and RotterdamLiu, Chan-Juan, Wu, Jinran, Jayetileke, Harshanie Lakshika and Hu, Zhi-Hua (2021). Long-Range Dependence and Multifractality of Ship Flow Sequences in Container Ports: A Comparison of Shanghai, Singapore, and Rotterdam. Applied Sciences, 11 (21), 10378-21. doi: 10.3390/app112110378 |
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2021 Journal Article State consensus cooperative control for a class of nonlinear multi-agent systems with output constraints via ADP approachYang, Yang, Fan, Xin, Xu, Chuang, Wu, Jinran and Sun, Baohua (2021). State consensus cooperative control for a class of nonlinear multi-agent systems with output constraints via ADP approach. Neurocomputing, 458, 284-296. doi: 10.1016/j.neucom.2021.05.046 |
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2021 Journal Article Robust penalized extreme learning machine regression with applications in wind speed forecastingYang, Yang, Zhou, Hu, Gao, Yuchao, Wu, Jinran, Wang, You-Gan and Fu, Liya (2021). Robust penalized extreme learning machine regression with applications in wind speed forecasting. Neural Computing and Applications, 34 (1), 391-407. doi: 10.1007/s00521-021-06370-3 |
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2021 Journal Article A hybrid robust system considering outliers for electric load series forecastingYang, Yang, Tao, Zhenghang, Qian, Chen, Gao, Yuchao, Zhou, Hu, Ding, Zhe and Wu, Jinran (2021). A hybrid robust system considering outliers for electric load series forecasting. Applied Intelligence, 52 (2), 1630-1652. doi: 10.1007/s10489-021-02473-5 |
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2021 Journal Article Support vector regression with asymmetric loss for optimal electric load forecastingWu, Jinran, Wang, You-Gan, Tian, Yu-Chu, Burrage, Kevin and Cao, Taoyun (2021). Support vector regression with asymmetric loss for optimal electric load forecasting. Energy, 223 119969, 1-12. doi: 10.1016/j.energy.2021.119969 |
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2021 Journal Article A cloud endpoint coordinating CAPTCHA based on multi-view stacking ensembleOuyang, Zhiyou, Zhai, Xu, Wu, Jinran, Yang, Jian, Yue, Dong, Dou, Chunxia and Zhang, Tengfei (2021). A cloud endpoint coordinating CAPTCHA based on multi-view stacking ensemble. Computers & Security, 103 102178, 1-17. doi: 10.1016/j.cose.2021.102178 |
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2021 Journal Article A temporal LASSO regression model for the emergency forecasting of the suspended sediment concentrations in coastal oceans: Accuracy and interpretabilityZhang, Shaotong, Wu, Jinran, Jia, Yonggang, Wang, You-Gan, Zhang, Yaqi and Duan, Qibin (2021). A temporal LASSO regression model for the emergency forecasting of the suspended sediment concentrations in coastal oceans: Accuracy and interpretability. Engineering Applications of Artificial Intelligence, 100 104206, 1-13. doi: 10.1016/j.engappai.2021.104206 |
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2021 Journal Article Influential factors on Chinese airlines’ profitability and forecasting methodsXu, Xu, McGrory, Clare Anne, Wang, You-Gan and Wu, Jinran (2021). Influential factors on Chinese airlines’ profitability and forecasting methods. Journal of Air Transport Management, 91 101969, 1-8. doi: 10.1016/j.jairtraman.2020.101969 |
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2021 Journal Article A hybrid rolling grey framework for short time series modellingCui, Zhesen, Wu, Jinran, Ding, Zhe, Duan, Qibin, Lian, Wei, Yang, Yang and Cao, Taoyun (2021). A hybrid rolling grey framework for short time series modelling. Neural Computing and Applications, 33 (17), 11339-11353. doi: 10.1007/s00521-020-05658-0 |
