A combined forecasting model for time series: Application to short-term wind speed forecasting Z Liu, P Jiang, L Zhang, X Niu Applied Energy 259, 114137, 2020 | 293 | 2020 |
A combined forecasting system based on statistical method, artificial neural networks, and deep learning methods for short-term wind speed forecasting P Jiang, Z Liu, X Niu, L Zhang Energy 217, 119361, 2021 | 213 | 2021 |
Ensemble forecasting system for short-term wind speed forecasting based on optimal sub-model selection and multi-objective version of mayfly optimization algorithm Z Liu, P Jiang, J Wang, L Zhang Expert Systems with Applications 177, 114974, 2021 | 156 | 2021 |
Variable weights combined model based on multi-objective optimization for short-term wind speed forecasting P Jiang, Z Liu Applied Soft Computing 82, 105587, 2019 | 104 | 2019 |
Ensemble wind speed forecasting with multi-objective Archimedes optimization algorithm and sub-model selection L Zhang, J Wang, X Niu, Z Liu Applied Energy 301, 117449, 2021 | 94 | 2021 |
Ensemble system for short term carbon dioxide emissions forecasting based on multi-objective tangent search algorithm Z Liu, P Jiang, J Wang, L Zhang Journal of environmental management 302, 113951, 2022 | 87 | 2022 |
Effects of PM2. 5 on health and economic loss: Evidence from Beijing-Tianjin-Hebei region of China J Wang, L Zhang, X Niu, Z Liu Journal of Cleaner Production 257, 120605, 2020 | 73 | 2020 |
Decomposition-selection-ensemble forecasting system for energy futures price forecasting based on multi-objective version of chaos game optimization algorithm P Jiang, Z Liu, J Wang, L Zhang Resources Policy 73, 102234, 2021 | 64 | 2021 |
Analysis of the influence of international benchmark oil price on China’s real exchange rate forecasting J Wang, X Niu, Z Liu, L Zhang Engineering Applications of Artificial Intelligence 94, 103783, 2020 | 50 | 2020 |
A wind speed forecasting system for the construction of a smart grid with two-stage data processing based on improved ELM and deep learning strategies J Wang, X Niu, L Zhang, Z Liu, X Huang Expert systems with applications 241, 122487, 2024 | 44 | 2024 |
Profit-driven weighted classifier with interpretable ability for customer churn prediction P Jiang, Z Liu, MZ Abedin, J Wang, W Yang, Q Dong Omega 125, 103034, 2024 | 42 | 2024 |
Extreme gradient boosting trees with efficient Bayesian optimization for profit-driven customer churn prediction Z Liu, P Jiang, KW De Bock, J Wang, L Zhang, X Niu Technological Forecasting and Social Change 198, 122945, 2024 | 42 | 2024 |
Combined forecasting tool for renewable energy management in sustainable supply chains Y Sun, J Ding, Z Liu, J Wang Computers & Industrial Engineering 179, 109237, 2023 | 35 | 2023 |
Advanced traffic congestion early warning system based on traffic flow forecasting and extenics evaluation P Jiang, Z Liu, L Zhang, J Wang Applied Soft Computing 118, 108544, 2022 | 35 | 2022 |
The influence of international oil prices on the exchange rates of oil exporting countries: Based on the hybrid copula function J Wang, X Niu, L Zhang, Z Liu, D Wei Resources Policy 77, 102734, 2022 | 33 | 2022 |
A regional pretraining-classification-selection forecasting system for wind power point forecasting and interval forecasting J Wang, L Zhang, C Wang, Z Liu Applied Soft Computing 113, 107941, 2021 | 32 | 2021 |
Hospitality order cancellation prediction from a profit-driven perspective Z Liu, P Jiang, J Wang, Z Du, X Niu, L Zhang International Journal of Contemporary Hospitality Management 35 (6), 2084-2112, 2023 | 31 | 2023 |
What should lenders be more concerned about? Developing a profit-driven loan default prediction model L Zhang, J Wang, Z Liu Expert Systems with Applications 213, 118938, 2023 | 31 | 2023 |
A novel decomposition-ensemble forecasting system for dynamic dispatching of smart grid with sub-model selection and intelligent optimization J Wang, L Zhang, Z Liu, X Niu Expert Systems with Applications 201, 117201, 2022 | 31 | 2022 |
Interval forecasting for wind speed using a combination model based on multiobjective artificial hummingbird algorithm P Sun, Z Liu, J Wang, W Zhao Applied Soft Computing 150, 111090, 2024 | 24 | 2024 |