Springer US, p. 1203-1224.Kovalerchuk B, Vityaev E. 2005. Data mining for financial applications. In Data Mining and Knowledge Discovery Handbook, Maimon O, Rokach L (eds). Springer: New York, NY; 1203-1224.Boris K, Evgenii V (2005). Data Mining for Financial Appli- cations, the...
Data mining for financial prediction and trading: application to single and multiple markets Data mining for financial prediction and trading: application to single and multiple markets," in Expert Systems with Applications, vol. 26, 2004, pp. ... SH Chun,SH Kim - 《Expert Systems with Applicat...
Financial data analytics applications Companies from data-heavy industries, including financial service providers, use data analytics software to monitor their financial performance, detect risks, predict financial trends, and better understand their customers. ...
What financial application areas are of interest to DL community? Response: Financial text mining, Algo-trading, risk assessments, sentiment analysis, portfolio management and fraud detection are among the most studied areas of finance research. (Please check Figure 8) How mature is the existing res...
We encourage submission of papers on the area of data mining for financial applications. Topics of interest include, but are not limited to: - Forecasting the stock market - Trading models - Discovering market trends - Predictive analytics for financial services ...
Financial Data Mining (2 credits):在本课程中,学生将首先学习有关数据挖掘的基本概念和技术,包括数据预处理,数据清理,聚类,分类和离群值检测。然后,学生将学习如何将这些技术应用于金融数据,例如情感分析和社交网络挖掘。 FinTech Regulations and Compliance (2 credits):本课程为学生提供框架,概念和背景,以从技术...
2023, Expert Systems with Applications Citation Excerpt : These processes are iterative and aim to define a general framework for any domain. However, due to domain specificities and the rapid advancement of data mining (DM) techniques, specific-application frameworks have been proposed as being more...
需要金币:*** 金币(10金币=人民币1元) 企业财务预警系统外文文献 Financial early warning system model and data mining application for risk detection.pdf 关闭预览 想预览更多内容,点击免费在线预览全文 免费在线预览全文 Expert Systems with Applications 39 (2012) 6238–6253 Contents lists available at Sci...
Although adopting data mining techniques in the audit processes is a relatively new field, data mining has been shown to be cost effective in many business applications related to auditing such as fraud detection, forensics accounting and security evaluation. The objective of this thesis is to ...
An area where the Laplace and related distributions can find most interesting and successful applications is modeling of financial data. This is due to the fact that traditional models based on Gaussian distribution are very often not supported by real-life data because of long tails and asymmetry...