Qingru Zheng

The relationship between CSR and financial performance and the moderating effect of ownership structure: Evidence from Chinese heavily polluting listed enterprises

Rui Ang, Zhen Shao, Chen Liu et al. · Sustainable Production and Consumption · 2021 · 110 citations

Ownership Structure, Firm Performance, Business +6

A feature extraction- and ranking-based framework for electricity spot price forecasting using a hybrid deep neural network

Zhen Shao, Qingru Zheng, Chen Liu et al. · Electric Power Systems Research · 2021 · 45 citations

Engineering, Data Science, Energy Management +9

Modeling and forecasting the electricity clearing price: A novel BELM based pattern classification framework and a comparative analytic study on multi-layer BELM and LSTM

Zhen Shao, Qingru Zheng, Shanlin Yang et al. · Energy Economics · 2020 · 25 citations

Electricity Clearing Price, Engineering, Data Science +12

A pattern classification methodology for interval forecasts of short-term electricity prices based on hybrid deep neural networks: A comparative analysis

Zhen Shao, Yudie Yang, Qingru Zheng et al. · Applied Energy · 2022 · 23 citations

Forecasting Methodology, Engineering, Machine Learning +10

Combining unsupervised and supervised classification for customer value discovery in the telecom industry: a deep learning approach

Yang Zhao, Zhen Shao, Wei Zhao et al. · Computing · 2023 · 11 citations