Guo-Feng Fan

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 9

Top Topics

Load Forecasting

Phase Space Reconstruction

Linear Regression

Top Venues

Int. J. Appl. Evol. Comput.

J. Oper. Res. Soc.

J. Intell. Fuzzy Syst.

Publications

Li-Ling Peng, Xiao-Feng Bi, Guo-Feng Fan, Ze-Ping Wang, Wei-Chiang Hong
Analysis and prediction of novel coronavirus pneumonia epidemic using hybrid response surface method with time-series and random forest. J. Intell. Fuzzy Syst. 46 (1) (2024)
Guo-Feng Fan, Ying-Ying Han, Jin-Wei Li, Li-Ling Peng, Yi-Hsuan Yeh, Wei-Chiang Hong
A hybrid model for deep learning short-term power load forecasting based on feature extraction statistics techniques. Expert Syst. Appl. 238 (Part C) (2024)
Guo-Feng Fan, Jin-Wei Li, Li-Ling Peng, Hsin-Pou Huang, Wei-Chiang Hong
The bi-long short-term memory based on multiscale and mesoscale feature extraction for electric load forecasting. Appl. Soft Comput. 162 (2024)
Guo-Feng Fan, Ying-Ying Han, Jing-Jing Wang, Hao-Li Jia, Li-Ling Peng, Hsin-Pou Huang, Wei-Chiang Hong
A new intelligent hybrid forecasting method for power load considering uncertainty. Knowl. Based Syst. 280 (2023)
Guo-Feng Fan, Xiang-Ru Jin, Wei-Chiang Hong
Application of COEMD-S-SVR model in tourism demand forecasting and economic behavior analysis: The case of Sanya City. J. Oper. Res. Soc. 73 (7) (2022)
Guo-Feng Fan, Xiang-Ru Jin, Li-ling Peng
Application of GM (1, 1) and Seasonal Cross-Trend Model in the Forecast of Tourist Population in Sanya. Int. J. Appl. Evol. Comput. 10 (4) (2019)
Guo-Feng Fan, Meng Han, Ya-Ting Wang, Jing-Ru Li
Evolution Mechanism of Atmospheric Pollution Based on Phase Reconstruction Theory and Time Series Data. Int. J. Appl. Evol. Comput. 8 (4) (2017)
Guo-Feng Fan, Meng-Qi Liang, Jing-Ru Li, Wen-Lu Ma
Applications of SVR-PSO Model and Multivariate Linear Regression Model in PM2.5 Concentration Forecasting. Int. J. Appl. Evol. Comput. 8 (4) (2017)
Guo-Feng Fan, Li-ling Peng, Wei-Chiang Hong, Fan Sun
Electric load forecasting by the SVR model with differential empirical mode decomposition and auto regression. Neurocomputing 173 (2016)
Guo-Feng Fan, Li-ling Peng, Wei-Chiang Hong, Fan Sun
Kinetics for Reduction of Iron Ore Based on the Phase Space Reconstruction. J. Appl. Math. 2014 (2014)