A hybrid short-term electricity price forecasting framework: Cuckoo search-based feature selection with singular spectrum analysis and SVM X Zhang, J Wang, Y Gao Energy Economics 81, 899-913, 2019 | 148 | 2019 |
A novel composite electricity demand forecasting framework by data processing and optimized support vector machine P Jiang, R Li, N Liu, Y Gao Applied Energy 260, 114243, 2020 | 127 | 2020 |
A novel hybrid interval prediction approach based on modified lower upper bound estimation in combination with multi-objective salp swarm algorithm for short-term load forecasting J Wang, Y Gao, X Chen Energies 11 (6), 1561, 2018 | 70 | 2018 |
A hybrid method based on singular spectrum analysis, firefly algorithm, and BP neural network for short-term wind speed forecasting Y Gao, C Qu, K Zhang Energies 9 (10), 757, 2016 | 49 | 2016 |
A multi-component hybrid system based on predictability recognition and modified multi-objective optimization for ultra-short-term onshore wind speed forecasting Y Gao, J Wang, H Yang Renewable Energy 188, 384-401, 2022 | 46 | 2022 |
An integrated forecasting system based on knee-based multi-objective optimization for solar radiation interval forecasting J Wang, Y Gao Expert Systems with Applications 198, 116934, 2022 | 25 | 2022 |
A new hybrid approach for wind speed forecasting applying support vector machine with ensemble empirical mode decomposition and cuckoo search algorithm T Liu, S Liu, J Heng, Y Gao Applied Sciences 8 (10), 1754, 2018 | 24 | 2018 |
A new hybrid approach for short-term electric load forecasting applying support vector machine with ensemble empirical mode decomposition and whale optimization T Liu, Y Jin, Y Gao Energies 12 (8), 1520, 2019 | 23 | 2019 |
A novel interval forecasting system for uncertainty modeling based on multi-input multi-output theory: A case study on modern wind stations T Liu, Q Zhao, J Wang, Y Gao Renewable Energy 163, 88-104, 2021 | 13 | 2021 |
Ensemble wind speed prediction system based on envelope decomposition method and fuzzy inference evaluation of predictability Y Gao, J Wang, X Zhang, R Li Applied Soft Computing 124, 109010, 2022 | 10 | 2022 |
A solar radiation intelligent forecasting framework based on feature selection and multivariable fuzzy time series Y Gao, P Li, H Yang, J Wang Engineering Applications of Artificial Intelligence 126, 106986, 2023 | 5 | 2023 |
A combined prediction system for PM2. 5 concentration integrating spatio-temporal correlation extracting, multi-objective optimization weighting and non-parametric estimation J Wang, Y Qian, Y Gao, M Lv, Y Zhou Atmospheric Pollution Research 14 (10), 101880, 2023 | 3 | 2023 |
Profit-driven fusion framework based on bagging and boosting classifiers for potential purchaser prediction Z Liu, Y Zhang, MZ Abedin, J Wang, H Yang, Y Gao, Y Chen Journal of Retailing and Consumer Services 79, 103854, 2024 | 1 | 2024 |
An intelligent interval forecasting system based on fuzzy time series and error distribution characteristics for air quality index H Yang, Y Gao, F Zhao, J Wang Environmental Research 251, 118577, 2024 | 1 | 2024 |