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Ensemble multitask prediction of air pollutants time series : based on variational inference, data projection, and generative adversarial network
Wang, Kang; Qu, Chao; Wang, Jianzhou; Li, Zhiwu; Lu, Haiyan - In: Journal of forecasting 44 (2025) 2, pp. 646-675
Persistent link: https://www.econbiz.de/10015374075
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A novel hybrid fine particulate matter (PM2.5) forecasting and its further application system : case studies in China
Du, Pei; Wang, Jianzhou; Yang, Wendong; Niu, Tong - In: Journal of forecasting 41 (2022) 1, pp. 64-85
Persistent link: https://www.econbiz.de/10012796269
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Electricity price forecasting using quantile regression averaging with nonconvex regularization
Jiang, He; Dong, Yao; Wang, Jianzhou - In: Journal of forecasting 43 (2024) 6, pp. 1859-1879
Persistent link: https://www.econbiz.de/10015110330
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Probabilistic electricity price forecasting based on penalized temporal fusion transformer
Jiang, He; Pan, Sheng; Dong, Yao; Wang, Jianzhou - In: Journal of forecasting 43 (2024) 5, pp. 1465-1491
Persistent link: https://www.econbiz.de/10015108399
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A novel hybrid forecasting model with feature selection and deep learning for wind speed research
Chen, Xuejun; Wang, Ying; Zhang, Haitao; Wang, Jianzhou - In: Journal of forecasting 43 (2024) 5, pp. 1682-1705
Persistent link: https://www.econbiz.de/10015108429
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Data-driven predictive modeling of citywide crowd flow for urban safety management : a case study of Beijing, China
Jiang, He; Zhang, Xuxilu; Dong, Yao; Wang, Jianzhou - In: Journal of forecasting 44 (2025) 2, pp. 730-752
Persistent link: https://www.econbiz.de/10015374083
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Multi-step air quality index forecasting via data preprocessing, sequence reconstruction, and improved multi-objective optimization algorithm
Wang, Ying; Wang, Jianzhou; Li, Hongmin; Yang, Hufang; … - In: Journal of forecasting 41 (2022) 7, pp. 1483-1511
Persistent link: https://www.econbiz.de/10013465709
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Power grid operation optimization and forecasting using a combined forecasting system
Zhang, Lifang; Wang, Jianzhou; Liu, Zhenkun - In: Journal of forecasting 42 (2023) 1, pp. 124-153
Persistent link: https://www.econbiz.de/10013465771
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Combined water quality forecasting system based on multiobjective optimization and improved data decomposition integration strategy
Dong, Yuqi; Wang, Jianzhou; Niu, Xinsong; Zeng, Bo - In: Journal of forecasting 42 (2023) 2, pp. 260-287
Persistent link: https://www.econbiz.de/10014292161