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Financial distress prediction with optimal decision trees based on the optimal sampling probability
Chi, Guotai; Li, Cun; Zhou, Ying; Li, Taotao - In: The journal of risk model validation 18 (2024) 1, pp. 19-44
Persistent link: https://www.econbiz.de/10014556682
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A novel two-stage hybrid default prediction model with k-means clustering and support vector domain description
Yuan, Kunpeng; Chi, Guotai; Zhou, Ying; Yin, Hailei - In: Research in international business and finance 59 (2022), pp. 1-24
Persistent link: https://www.econbiz.de/10013402102
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Effect of the company relationship network on default prediction : evidence from Chinese listed companies
Chi, Guotai; Zhou, Ying; Shen, Long; Xiong, Jian; Yan, … - In: International journal of theoretical and applied … 25 (2022) 6, pp. 1-22
Persistent link: https://www.econbiz.de/10014235018
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An alternative statistical framework for credit default prediction
Uddin, Mohammad S.; Chi, Guotai; Habib, Tabassum; Zhou, Ying - In: The journal of risk model validation 14 (2020) 2, pp. 65-101
Persistent link: https://www.econbiz.de/10014335963
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Forecasting the default risk of Chinese listed companies using a gradient-boosted decision tree based on the undersampling technique
Wang, Shanshan; Chi, Guotai; Zhou, Ying; Chen, Li - In: The journal of risk model validation 17 (2023) 4, pp. 97-121
Persistent link: https://www.econbiz.de/10014485969
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EWT-SMOTE to improve default prediction performance in imbalanced data : analysis of Chinese data
Zhou, Ying; Lin, Xia; Chi, Guotai; Jin, Peng; Li, Mengtong - In: Journal of forecasting 43 (2024) 3, pp. 615-643
Persistent link: https://www.econbiz.de/10014532372
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Long-horizon predictions of credit default with inconsistent customers
Chi, Guotai; Dong, Bingjie; Zhou, Ying; Jin, Peng - In: Technological forecasting and social change : an … 198 (2024), pp. 1-14
Persistent link: https://www.econbiz.de/10015076472
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Credit default prediction using a support vector machine and a probabilistic neural network
Abedin, Mohammad Zoynul; Chi, Guotai; Colombage, Sisira; … - In: The journal of credit risk : published quarterly by … 14 (2018) 2, pp. 1-27
Persistent link: https://www.econbiz.de/10011917538
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Modeling credit approval data with neural networks : an experimental investigation and optimization
Chi, Guotai; Abedin, Mohammad Zoynul; Moula, Fahmida E. - In: Journal of business economics and management 18 (2017) 2, pp. 224-240
Persistent link: https://www.econbiz.de/10011721773
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Instance-dependent misclassification cost-sensitive learning for default prediction
Xing, Jin; Chi, Guotai; Pan, Ancheng - In: Research in international business and finance 69 (2024), pp. 1-15
Persistent link: https://www.econbiz.de/10015052446