Yingke Zhu

Forecasting carbon price trends based on an interpretable light gradient boosting machine and Bayesian optimization

Shangkun Deng, Jiankang Su, Yingke Zhu et al. · Expert Systems with Applications · 2023 · 77 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +12

An integrated approach of ensemble learning methods for stock index prediction using investor sentiments

Shangkun Deng, Yingke Zhu, Yiting Yu et al. · Expert Systems with Applications · 2023 · 46 citations

Ensemble Methods, Integrated Approach, Investor Sentiments +14

Stock index direction forecasting using an explainable eXtreme Gradient Boosting and investor sentiments

Shangkun Deng, Xiaoru Huang, Yingke Zhu et al. · The North American Journal of Economics and Finance · 2022 · 35 citations

Investor Sentiments, Economic Forecasting, Asset Pricing +9

Dynamic forecasting of the Shanghai Stock Exchange index movement using multiple types of investor sentiment

Shangkun Deng, Chongyi Xiao, Yingke Zhu et al. · Applied Soft Computing · 2022 · 21 citations

Economic Forecasting, Asset Pricing, Dynamic Forecasting +9

High-frequency forecasting of the crude oil futures price with multiple timeframe predictions fusion

Shangkun Deng, Yingke Zhu, Shuangyang Duan et al. · Expert Systems with Applications · 2023 · 21 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +12