Qian Cheng

An innovative random forest-based nonlinear ensemble paradigm of improved feature extraction and deep learning for carbon price forecasting

Jujie Wang, Xin Sun, Qian Cheng et al. · The Science of The Total Environment · 2020 · 187 citations

Forecasting Methodology, Improved Feature Extraction, Machine Learning +14

Application of artificial neural networks for quantitative damage detection in unidirectional composite structures based on Lamb waves

Qian Cheng, Yunmeng Ran, Jingjing He et al. · Advances in Mechanical Engineering · 2020 · 39 citations · Full text

Engineering, Structural Crashworthiness, Mechanical Engineering +18

Carbon price forecasting using multiscale nonlinear integration model coupled optimal feature reconstruction with biphasic deep learning

Jujie Wang, Qian Cheng, Xin Sun · Environmental Science and Pollution Research · 2021 · 29 citations

Forecasting Methodology, Engineering, Machine Learning +11

Estimation of Nitrogen Content in Winter Wheat Based on Multi-Source Data Fusion and Machine Learning

Fan Ding, Changchun Li, Weiguang Zhai et al. · Agriculture · 2022 · 27 citations · Full text

Winter Wheat, Precision Agriculture, Environmental Monitoring +18

An XGBoost-based multivariate deep learning framework for stock index futures price forecasting

Jujie Wang, Qian Cheng, Ying Dong · Kybernetes · 2022 · 26 citations

Forecasting Methodology, Engineering, Machine Learning +15