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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
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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
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A SETAR model for Canadian GDP : non-linearities and forecast comparisons
Feng, Hui; Liu, Jia - In: Applied economics 35 (2003) 18, pp. 1957-1964
Persistent link: https://www.econbiz.de/10001863393
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A utility-based link prediction method in social networks
Li, Yongli; Luo, Peng; Fan, Zhi-ping; Chen, Kun; Liu, Jiaguo - In: European journal of operational research : EJOR 260 (2017) 2, pp. 693-705
Persistent link: https://www.econbiz.de/10011699101
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Modeling and forecasting multifractal volatility established upon the heterogeneous market hypothesis
Tao, Qizhi; Wei, Yu; Liu, Jiapeng; Zhang, Ting - In: International review of economics & finance : IREF 54 (2018), pp. 143-153
Persistent link: https://www.econbiz.de/10012033354
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Tracking the dynamics of co-word networks for emerging topic identification
Huang, Lu; Chen, Xiang; Ni, Xingxing; Liu, Jiarun; Cao, … - In: Technological forecasting & social change : an … 170 (2021), pp. 1-14
Persistent link: https://www.econbiz.de/10012806093
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Can economic policy uncertainty predict financial stress? : a MIDAS approach
Xiong, Xiong; Liu, Jiakou; Liu, Zhifeng - In: Applied economics letters 29 (2022) 1, pp. 22-29
Persistent link: https://www.econbiz.de/10012803323
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Volatility forecasting for the shipping market indexes : an AR-SVR-GARCH approach
Liu, Jiaguo; Li, Zhouzhi; Sun, Hao; Yu, Lean; Gao, Wenlian - In: Maritime policy & management 49 (2022) 6, pp. 864-881
Persistent link: https://www.econbiz.de/10013373607
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Interval time series forecasting : a systematic literature review
Wang, Piao; Gurmani, Shahid Hussain; Tao, Zhifu; Liu, Jinpei - In: Journal of forecasting 43 (2024) 2, pp. 249-285
Persistent link: https://www.econbiz.de/10014475309
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A multisource data-driven combined forecasting model based on internet search keyword screening method for interval soybean futures price
Luo, Rui; Liu, Jinpei; Wang, Piao; Tao, Zhifu; Chen, Huayou - In: Journal of forecasting 43 (2024) 2, pp. 366-390
Persistent link: https://www.econbiz.de/10014475339