Meta Meta-Analytics for Risk Forecast Using Big Data Meta-Regression in Financial Industry

被引:9
作者
Jean-Baptiste, Hevel [1 ]
Qiu, Meikang [1 ]
Gai, Keke [1 ]
Tao, Lixin [2 ]
机构
[1] Pace Univ, Dept Comp Sci, New York, NY 10038 USA
[2] Pace Univ, Dept Comp Sci, Pleasantville, NY 10570 USA
来源
2015 IEEE 2ND INTERNATIONAL CONFERENCE ON CYBER SECURITY AND CLOUD COMPUTING (CSCLOUD) | 2015年
关键词
Meta meta-analytics; risk forecast; meta-regression; big data; SYSTEMS; ENERGY; MINIMIZATION;
D O I
10.1109/CSCloud.2015.69
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The growing trend of the e-banking has driven the implementations of big data in financial industry. Data analytic is considered one of the most critical aspects in current economic development, which is broadly accepted in various financial domains, such as risk forecast and risk management. However, gaining an accurate risk prediction is still a challenging issue for current financial service institutions and the hazards can be caused in various perspectives. This paper proposes an approach using meta meta-analytics for risks forecast in big data. The proposed model is Meta Meta-Analytics Risk Forecast Model (MMA-RFM) with a crucial algorithm Regression with Meta Meta-Analytics Algorithm (R-MMA). The proposed schema has been examined by the experimental evaluation in which it performs an optimized performance.
引用
收藏
页码:272 / 277
页数:6
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