Ye Ren

Ensemble Classification and Regression-Recent Developments, Applications and Future Directions [Review Article]

Ye Ren, Le Zhang, Ponnuthurai Nagaratnam Suganthan · IEEE Computational Intelligence Magazine · 2016 · 660 citations

Data Classification, Classification Method, Regression-recent Developments +15

Empirical Mode Decomposition based ensemble deep learning for load demand time series forecasting

Xueheng Qiu, Ye Ren, Ponnuthurai Nagaratnam Suganthan et al. · Applied Soft Computing · 2017 · 445 citations

Forecasting Methodology, Engineering, Machine Learning +8

Ensemble methods for wind and solar power forecasting—A state-of-the-art review

Ye Ren, Ponnuthurai Nagaratnam Suganthan, N. V. Srikanth · Renewable and Sustainable Energy Reviews · 2015 · 408 citations

Forecasting Methodology, Numerical Weather Prediction, Earth Science +9

Ensemble deep learning for regression and time series forecasting

Xueheng Qiu, Le Zhang, Ye Ren et al. · 2014 · 364 citations

Intelligent Forecasting, Forecasting Methodology, Various Dbns +13

A Comparative Study of Empirical Mode Decomposition-Based Short-Term Wind Speed Forecasting Methods

Ye Ren, Ponnuthurai Nagaratnam Suganthan, Narasimalu Srikanth · IEEE Transactions on Sustainable Energy · 2014 · 333 citations

Numerical Analysis, Meteorology, Forecasting Methodology +15