An explainable financial risk early warning model based on the DS-XGBoost model
Author:
Funder
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
Finance
Reference22 articles.
1. Financial ratios, discriminant analysis and the prediction of corporate bankruptcy;Altman;J. Financ.,1968
2. Market Signaling: Information Transfer in Hiring and Related Processes;Michael Spence,1974
3. Explainable machine learning in credit risk management;Bussmann;Comput. Econ.,2021
4. The role of environmental, social, and governance (ESG) in predicting bank financial distress;Citterio;Finance Res. Lett.,2023
5. Upper and lower probability inferences for families of hypotheses with monotone density ratios;Dempster;Ann Math Stat,1969
Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Prediction and comparison of burning rate of n-heptane pool fire in open space based on BPNN and XGBoost;Process Safety and Environmental Protection;2024-09
2. Comparative study of deep learning explainability and causal ai for fraud detection;International Journal on Smart Sensing and Intelligent Systems;2024-04-01
3. Corporate Financial Risk Identification and Operation Control Analysis for XGBoost Modeling;Applied Mathematics and Nonlinear Sciences;2024-01-01
4. Analysis of Enterprise Financial Risk Early Warning Model Based on the Evidence Theory and Whitening Weight Function;Scientific Programming;2024-01
5. Machine Learning-Based Price Forecasting for Polypropylene Granules in Thailand;Proceedings of the 2023 6th International Conference on Computational Intelligence and Intelligent Systems;2023-11-25
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3