Xiaoyu Shi

发表

Comparison of eight filter-based feature selection methods for monthly streamflow forecasting – Three case studies on CAMELS data sets

Jihong Qu, Kun Ren, Xiaoyu Shi, 2020 .

Deep-learning-based Wind Speed Forecasting Considering Spatial–temporal Correlations with Adjacent Wind Turbines

Shengzhi Huang, Qiang Huang, Mi-Hye Yang, 2019, Journal of Coastal Research.

Research on Capacity Allocation Optimization of Commercial Virtual Power Plant (CVPP)

Xiaoyu Shi, Xuewen Lei, Pengcheng Guo, 2022, Energies.

Binary Grey Wolf Optimization-Regularized Extreme Learning Machine Wrapper Coupled with the Boruta Algorithm for Monthly Streamflow Forecasting

Kun Ren, Jihong Qu, Xiaoyu Shi, 2021, Water Resources Management.

Analysis of temporal and spatial trends of hydro-climatic variables in the Wei River Basin.

Qiang Huang, Shengzhi Huang, Jianxia Chang, 2015, Environmental research.

Hourly Day-Ahead Wind Power Prediction Using the Hybrid Model of Variational Model Decomposition and Long Short-Term Memory

Qiang Huang, Xiaoyu Shi, Kun Ren, 2018, Energies.

Examination and comparison of binary metaheuristic wrapper-based input variable selection for local and global climate information-driven one-step monthly streamflow forecasting

Jihong Qu, Kun Ren, Xue Wang, 2021, Journal of Hydrology.

Feature selection and hyper parameters optimization for short-term wind power forecast

Jun Liang, Rong Jia, Jian Dang, 2021, Applied Intelligence.