Xueheng Qiu

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 · 451 citations

Computing, Data Science, Forecasting +11

Ensemble deep learning for regression and time series forecasting

Xueheng Qiu, Le Zhang, Ye Ren et al. · 2014 · 368 citations

Computing, Computer Science, Data Science +17

Ensemble incremental learning Random Vector Functional Link network for short-term electric load forecasting

Xueheng Qiu, Ponnuthurai Nagaratnam Suganthan, G.A.J. Amaratunga · Knowledge-Based Systems · 2018 · 165 citations

Computing, Electrical Engineering, Forecasting +11

Oblique random forest ensemble via Least Square Estimation for time series forecasting

Xueheng Qiu, Le Zhang, Ponnuthurai Nagaratnam Suganthan et al. · Information Sciences · 2017 · 124 citations

Computing, Data Science, Forecasting +10

Short-term Electricity Price Forecasting with Empirical Mode Decomposition based Ensemble Kernel Machines

Xueheng Qiu, Ponnuthurai Nagaratnam Suganthan, G.A.J. Amaratunga · Procedia Computer Science · 2017 · 55 citations · Full text

Computing, Data Science, Electrical Engineering +17