Honggang Guo

A Hybrid System Based on LSTM for Short-Term Power Load Forecasting

Yu Jin, Honggang Guo, Jianzhou Wang et al. · Energies · 2020 · 78 citations · Full text

Forecasting Methodology, Engineering, Load Control +16

A multivariable hybrid prediction system of wind power based on outlier test and innovative multi-objective optimization

Honggang Guo, Jianzhou Wang, Zhiwu Li et al. · Energy · 2021 · 48 citations

Engineering, Energy Management, Aerospace Engineering +8

Quantile deep learning model and multi-objective opposition elite marine predator optimization algorithm for wind speed prediction

Jianzhou Wang, Honggang Guo, Zhiwu Li et al. · Applied Mathematical Modelling · 2022 · 38 citations

Model Optimization, Engineering, Machine Learning +6

Developing a hybrid system for stock selection and portfolio optimization with many-objective optimization based on deep learning and improved NSGA-III

Mengzheng Lv, Jianzhou Wang, Shuai Wang et al. · Information Sciences · 2024 · 28 citations

Portfolio Optimization, Engineering, Machine Learning +9

An Ensemble Prediction System Based on Artificial Neural Networks and Deep Learning Methods for Deterministic and Probabilistic Carbon Price Forecasting

Yi Yang, Honggang Guo, Yu Jin et al. · Frontiers in Environmental Science · 2021 · 24 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +19