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Enhancing credit risk prediction based on ensemble tree-based feature transformation and logistic regression

Liu, Jiaming; Liu, Jiajia; Wu, Chong; Wang, Shouyang - In: Journal of forecasting 43 (2024) 2, pp. 429-455

Persistent link: https://www.econbiz.de/10014475349

Interpreting the prediction results of the tree-based gradient boosting models for financial distress prediction with an explainable machine learning approach

Liu, Jiaming; Li, Chengzhang; Ouyang, Peng; Liu, Jiajia; … - In: Journal of forecasting 42 (2023) 5, pp. 1112-1137

Persistent link: https://www.econbiz.de/10014338816

A new view of risk contagion by decomposition of dependence structure : Empirical analysis of Sino-US stock markets

Zheng, Yanting; Luan, Xin; Xin, Lu; Liu, Jiaming - In: International review of financial analysis 90 (2023), pp. 1-19

Persistent link: https://www.econbiz.de/10014470629

A hybrid multi-objective approach for real-time flexible production scheduling and rescheduling under dynamic environment in Industry 4.0 context

Zhang, Sicheng; Tang, Fangcheng; Li, Xiang; Liu, Jiaming; … - In: Computers & operations research : and their … 132 (2021), pp. 1-23

Persistent link: https://www.econbiz.de/10012595765

Optimising the flight turnaround schedules : an improved sliding time windows approach based on MILP and CP models

Zhang, Sicheng; Li, Xiang; Yuan, Xing; Liu, Jiaming; … - In: Computers & operations research : an international journal 161 (2024), pp. 1-19

This paper addresses the scheduling of turnaround operations for flights in civil airports. A series of complex issues, including the heterogeneity of flights and operators, resource constraints on turnaround operations, temporal restrictions and alternative service patterns of turnaround...

Persistent link: https://www.econbiz.de/10014559062