Kun Ren

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

Kun Ren, Wei Fang, Jihong Qu et al. · Journal of Hydrology · 2020 · 84 citations

Forecasting Methodology, Hydrological Prediction, Engineering +7

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

Jihong Qu, Kun Ren, Xiaoyu Shi · Water Resources Management · 2021 · 38 citations

Forecasting Methodology, Engineering, Machine Learning +10

Investigating the effects of local weather, streamflow lag, and global climate information on 1-month-ahead streamflow forecasting by using XGBoost and SHAP: two case studies involving the contiguous USA

Jin Liu, Kun Ren, Tingzhen Ming et al. · Acta Geophysica · 2022 · 33 citations

Climatology, Meteorology, Streamflow Lag +11

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

Kun Ren, Xue Wang, Xiaoyu Shi et al. · Journal of Hydrology · 2021 · 29 citations

Climatology, Meteorology, Forecasting Methodology +9

An evaluation of random forest based input variable selection methods for one month ahead streamflow forecasting

Wei Fang, Kun Ren, Tie-Jun Liu et al. · Scientific Reports · 2024 · 11 citations · Full text