Selected/Recent Publications

Productivity measurement with big data: A data-driven approach capturing firm heterogeneity

Published in Australian Economic Review (SSCI), 2025

Shipei Zeng, Kevin Fox*

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Synergizing domain knowledge and machine learning: Intelligent early fraud detection enhanced by earnings management analysis

Published in International Review of Finance (SSCI), 2025

Shipei Zeng, Shan Dai*

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Empowerment of smart governance for local governments in China: Lessons from Shenzhen

Published in Journal of the Knowledge Economy (ABS/AJG), 2025

Shipei Zeng, Jie Chen*

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Fire prediction and risk identification with interpretable machine learning

Published in Journal of Forecasting (SSCI), 2025

Shan Dai, Jiayu Zhang, Zhelin Huang, Shipei Zeng*

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Random forests with economic roots: Explaining machine learning in hedonic imputation

Published in Computational Economics (SCI/SSCI), 2024

Shipei Zeng*, Deyu Rao

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Quantitative assessment of high quality development at the district level powered by big data: A case study of Shenzhen

Published in The 6th Annual Conference of the Evaluation Methods and Applications Sub-society, Hangzhou, China, from 2023-6-10 to 2023-6-11, 2023

Shan Dai, Guoyong Yang, Shipei Zeng*