It includes applications like Surveillance and Warning Systems, Predicting Abnormal Stock Market Returns, Predicting Corporate Bankruptcies, Financial Distress, Management Fraud. Data mining methods used in these applications are Regression analysis, Choice modeling, Rule Induction, Network/Link Analysis, ...
Data mining framework for the financial market In this section, we propose a novel data mining framework that focuses on three perspectives of financial data analysis: interpretation, proper accuracy metrics, and suitable reporting. The overview of the proposed framework is shown in Fig. 1 and is...
Application of Data Mining Technology in Abnormal Financial Data Identification In order to better identify abnormal financial data through data mining technology, ensure the quality of financial data, this paper will carry out relevan... J Ouyang,Y Deng,I Abdullah - Springer, Cham...
Data mining is the automated process of sorting through huge data sets to identify trends and patterns and establish relationships.
Python for Data Analytics & Explainable Artificial Intelligence. Data Mining for Business Data Analytics & Intelligence. 热门课程 评分:4.5,满分 5 分4.5(333 个评分) 3,678 个学生 创建者Diogo Alves de Resende 上次更新时间:1/2025 英语 英语[自动], 土耳其语 [自动], ...
Data mining for financial services Data mining offers numerous benefits for financial service providers, both for internal operations and for customer experience. On the operations front, data mining can impact everything from human resources to marketing. Specifically for that industry, though, data mi...
A financial management information system based on improved genetic algorithm is proposed based on the financial management information system data mining and clustering analysis model framework, and based on the financial analysis related knowledge. By adopting the event-driven architecture, a financial ...
1 Introduction In this paper we investigate a new approach for the analysis and the forecasting of financial data. Such approach is based on the combination of Logic Data Mining with financial Technical Analysis. Logic Data Mining is a particular type of automated learning that derives from data ...
The Application Analysis of Data Mining-Based Energy Internet and Big Data The increase of energy utilization efficiency,the improvement of energy efficiency level,and the reduction of pollutant emission are the main targets of Ch... Lina,Yuan,Huajun,... 被引量: 0发表: 2018年 Application of th...
for trading decisions, reveal early signs of impactful events (such as stock market moves), or anticipate catastrophic events (e.g., financial crises) that result from a combination of actions, and affect humans worldwide. The importance of data-mining tasks in the financial domain has been lo...