Application of eXtreme gradient boosting trees in the construction of credit risk assessment models for financial institutions
Author:
Funder
Ministry of Science and Technology, Taiwan
Publisher
Elsevier BV
Subject
Software
Reference25 articles.
1. Benchmarking state-of-the-art classification algorithms for credit scoring;Baesens;J. Oper. Res. Soc.,2003
2. Credit scoring using the hybrid neural discriminant technique;Lee;Expert Syst. Appl.,2002
3. Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters;Min;Expert Syst. Appl.,2005
4. Establish decision tree-based short-term default credit risk assessment models;Chang;Commun. Stat. Theory Methods,2016
5. Two-stage genetic programming (2SGP) for the credit scoring model;Huang;Appl. Math. Comput.,2006
Cited by 191 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. Efficient prediction of optical properties in hexagonal PCF using machine learning models;Optik;2024-09
2. Relationships between Transportation Expenditures and Built Environment in the United States: Insights from Interpretable Machine-Learning Approach;Journal of Planning Education and Research;2024-08-19
3. Augmented Data-Driven Approach towards 3D Printed Concrete Mix Prediction;Applied Sciences;2024-08-16
4. Ownership of Cash Value Life Insurance among Rural Households: Utilization of Machine Learning Algorithms to Find Predictors;Mathematics;2024-08-09
5. Rapid In Situ Near-Infrared Assessment of Tetrahydrocannabinolic Acid in Cannabis Inflorescences before Harvest Using Machine Learning;Sensors;2024-08-06
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