发布求助
文献互助 智能选刊 最新文献

Machine Learning Applications for Accounting Disclosure and Fraud Detection最新文献

筛选
英文 中文
Machine Learning Techniques and Risk Management 机器学习技术与风险管理
Machine Learning Applications for Accounting Disclosure and Fraud Detection Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-4805-9.CH013
Christos Floros, P. Ballas
{"title":"Machine Learning Techniques and Risk Management","authors":"Christos Floros, P. Ballas","doi":"10.4018/978-1-7998-4805-9.CH013","DOIUrl":"https://doi.org/10.4018/978-1-7998-4805-9.CH013","url":null,"abstract":"Crises around the world reveal a generally unstable environment in the last decades within which banks and financial institutions operate. Risk is an inherent characteristic of financial institutions and is a multifaceted phenomenon. Everyday business practice involves decisions, which requires the use of information regarding various types of threats involved together with an evaluation of their impact on future performance, concluding to combinations of types of risks and projected returns for decision makers to choose from. Moreover, financial institutions process a massive amount of data, collected either internally or externally, in an effort to continuously analyse trends of the economy they operate in and decode global economic conditions. Even though research has been performed in the field of accounting and finance, the authors explore the application of machine learning techniques to facilitate decision making by top management of contemporary financial institutions improving the quality of their accounting disclosure.","PeriodicalId":283827,"journal":{"name":"Machine Learning Applications for Accounting Disclosure and Fraud Detection","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130379560","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Corporate Governance 公司治理
Machine Learning Applications for Accounting Disclosure and Fraud Detection Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-4805-9.CH003
Marios Menexiadis
{"title":"Corporate Governance","authors":"Marios Menexiadis","doi":"10.4018/978-1-7998-4805-9.CH003","DOIUrl":"https://doi.org/10.4018/978-1-7998-4805-9.CH003","url":null,"abstract":"Corporate governance is the cornerstone for the organization, when it comes to effective internal control systems by modern organizations. Over the last 20 years, several business giants have collapsed under the weight of illegalities and frauds, such as Enron, WorldCom, Guinness, Maxwell Group, Barings Bank, etc. The impact of the failure of these organizations on the economies in which they were operating was particularly significant and had a negative impact on those directly or indirectly associated with them. The shareholders, as well as all stakeholders such as suppliers, customers, creditors, employees, and governments of the countries where the above organizations were active, were adversely affected. The failure of the organizations was attributed to the inadequacy of their boards and the lack of organized and effective control mechanisms by their management.","PeriodicalId":283827,"journal":{"name":"Machine Learning Applications for Accounting Disclosure and Fraud Detection","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114785357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：481959085
Book学术官方微信