Shangkun Deng

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

A gradient boosting decision tree approach for insider trading identification: An empirical model evaluation of China stock market

Shangkun Deng, Chenguang Wang, Mingyue Wang et al. · Applied Soft Computing · 2019 · 72 citations

Decision Tree Approach, Asset Pricing, Decision Tree +9

Integrating supplier selection in optimal product family design

Xinyuan Luo, C.K. Kwong, Jiafu Tang et al. · International Journal of Production Research · 2011 · 59 citations

Integrated product line design and supplier selection: A multi-objective optimization paradigm

Shangkun Deng, C.K. Kwong, Yun Huang · Computers & Industrial Engineering · 2014 · 55 citations

Supply Chain Optimization, Engineering, Industrial Engineering +16

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