Ensemble deep learning for regression and time series forecasting. - Xueheng Qiu; Le Zhang 001; Ye Ren; Ponnuthurai N. Suganthan; Gehan A. J. Amaratunga (CIEL, 2014)

Empirical mode decomposition based adaboost-backpropagation neural network method for wind speed forecasting. - Ye Ren; Xueheng Qiu; Ponnuthurai Nagaratnam Suganthan (CIEL, 2014)

Detecting Wind Power Ramp with Random Vector Functional Link (RVFL) Network. - Ye Ren; Xueheng Qiu; Ponnuthurai N. Suganthan; Gehan A. J. Amaratunga (SSCI, 2015)

Electricity load demand time series forecasting with Empirical Mode Decomposition based Random Vector Functional Link network. - Xueheng Qiu; Ponnuthurai N. Suganthan; Gehan A. J. Amaratunga (SMC, 2016)

Stock Price Forecasting with Empirical Mode Decomposition Based Ensemble nu -Support Vector Regression Model. - Xueheng Qiu; Huilin Zhu; Ponnuthurai N. Suganthan; Gehan A. J. Amaratunga (CICBA (1), 2017)

Short-term Electricity Price Forecasting with Empirical Mode Decomposition based Ensemble Kernel Machines. - Xueheng Qiu; Ponnuthurai N. Suganthan; Gehan A. J. Amaratunga (ICCS, 2017)

A heterogeneous ensemble of trees. - Wen Xin Cheng; Rakesh Katuwal; Ponnuthurai N. Suganthan; Xueheng Qiu (SSCI, 2017)

Short-term wind power ramp forecasting with empirical mode decomposition based ensemble learning techniques. - Xueheng Qiu; Ye Ren; Ponnuthurai N. Suganthan; Gehan A. J. Amaratunga (SSCI, 2017)

Empirical Mode Decomposition based ensemble deep learning for load demand time series forecasting. - Xueheng Qiu; Ye Ren; Ponnuthurai Nagaratnam Suganthan; Gehan A. J. Amaratunga (Appl. Soft Comput., 2017)

Oblique random forest ensemble via Least Square Estimation for time series forecasting. - Xueheng Qiu; Le Zhang 001; Ponnuthurai Nagaratnam Suganthan; Gehan A. J. Amaratunga (Inf. Sci., 2017)

Ensemble Incremental Random Vector Functional Link Network for Short-term Crude Oil Price Forecasting. - Xueheng Qiu; Ponnuthurai N. Suganthan; Gehan A. J. Amaratunga (SSCI, 2018)

Ensemble incremental learning Random Vector Functional Link network for short-term electric load forecasting. - Xueheng Qiu; Ponnuthurai Nagaratnam Suganthan; Gehan A. J. Amaratunga (Knowl. Based Syst., 2018)

Remaining Useful Life Prediction Using Time-Frequency Feature and Multiple Recurrent Neural Networks. - Jihoon Hong; Qiushi Wang; Xueheng Qiu; Hian-Leng Chan (ETFA, 2019)

Classification of Stock Market Trends with Confidence-Based Selective Predictions. - Wen Xin Cheng; Ponnuthurai N. Suganthan; Xueheng Qiu; Rakesh Katuwal (SEMCCO/FANCCO, 2019)

Fusion of multiple indicators with ensemble incremental learning techniques for stock price forecasting. - Xueheng Qiu; Ponnuthurai Nagaratnam Suganthan; Gehan A. J. Amaratunga (J. Bank. Financial Technol., 2019)