Xueheng Qiu

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 13

Top Topics

Empirical Mode Decomposition

Ensemble Learning

Top Venues

Publications

Wen Xin Cheng, Ponnuthurai N. Suganthan, Xueheng Qiu, Rakesh Katuwal
Classification of Stock Market Trends with Confidence-Based Selective Predictions. SEMCCO/FANCCO (2019)
Xueheng Qiu, Ponnuthurai Nagaratnam Suganthan, Gehan A. J. Amaratunga
Fusion of multiple indicators with ensemble incremental learning techniques for stock price forecasting. J. Bank. Financial Technol. 3 (1) (2019)
Jihoon Hong, Qiushi Wang, Xueheng Qiu, Hian-Leng Chan
Remaining Useful Life Prediction Using Time-Frequency Feature and Multiple Recurrent Neural Networks. ETFA (2019)
Xueheng Qiu, Ponnuthurai Nagaratnam Suganthan, Gehan A. J. Amaratunga
Ensemble incremental learning Random Vector Functional Link network for short-term electric load forecasting. Knowl. Based Syst. 145 (2018)
Xueheng Qiu, Ponnuthurai N. Suganthan, Gehan A. J. Amaratunga
Ensemble Incremental Random Vector Functional Link Network for Short-term Crude Oil Price Forecasting. SSCI (2018)
Wen Xin Cheng, Rakesh Katuwal, Ponnuthurai N. Suganthan, Xueheng Qiu
A heterogeneous ensemble of trees. SSCI (2017)
Xueheng Qiu, Ye Ren, Ponnuthurai Nagaratnam Suganthan, Gehan A. J. Amaratunga
Empirical Mode Decomposition based ensemble deep learning for load demand time series forecasting. Appl. Soft Comput. 54 (2017)
Xueheng Qiu, Ponnuthurai N. Suganthan, Gehan A. J. Amaratunga
Short-term Electricity Price Forecasting with Empirical Mode Decomposition based Ensemble Kernel Machines. ICCS (2017)
Xueheng Qiu, Huilin Zhu, Ponnuthurai N. Suganthan, Gehan A. J. Amaratunga
Stock Price Forecasting with Empirical Mode Decomposition Based Ensemble \nu -Support Vector Regression Model. CICBA (1) (2017)
Xueheng Qiu, Ye Ren, Ponnuthurai N. Suganthan, Gehan A. J. Amaratunga
Short-term wind power ramp forecasting with empirical mode decomposition based ensemble learning techniques. SSCI (2017)
Xueheng Qiu, Le Zhang, Ponnuthurai Nagaratnam Suganthan, Gehan A. J. Amaratunga
Oblique random forest ensemble via Least Square Estimation for time series forecasting. Inf. Sci. 420 (2017)
Xueheng Qiu, Ponnuthurai N. Suganthan, Gehan A. J. Amaratunga
Electricity load demand time series forecasting with Empirical Mode Decomposition based Random Vector Functional Link network. SMC (2016)
Ye Ren, Xueheng Qiu, Ponnuthurai N. Suganthan, Gehan A. J. Amaratunga
Detecting Wind Power Ramp with Random Vector Functional Link (RVFL) Network. SSCI (2015)
Ye Ren, Xueheng Qiu, Ponnuthurai Nagaratnam Suganthan
Empirical mode decomposition based adaboost-backpropagation neural network method for wind speed forecasting. CIEL (2014)
Xueheng Qiu, Le Zhang, Ye Ren, Ponnuthurai N. Suganthan, Gehan A. J. Amaratunga
Ensemble deep learning for regression and time series forecasting. CIEL (2014)