A BP Neural Network Approach on Risk Evaluation of Ventures in China Customs

摘要：

With the application of Chinas Customs Management Information System (MIS), a great deal of data that reflects the activities of import and export ventures has been stored in the database. However, the risk management of ventures in China Customs still depends on the personal analysis of customs staff, which lacks the necessary decision support information. On the basis of the data warehouse of Risk Management System, a BP neural network model, combined with Levengberg-Marquardt algorithm, is adopted and implemented by Matlab 7.0 for the ventures risk evaluation in China Customs. The simulation analysis of the evaluation model demonstrates that the algorithm can work effectively to perfect the quality of risk controlled by the Customs.

关键词： Data Mining BP Neural Networks Risk Evaluation Levengberg-Marquardt Algorithm.

作者: Feng Ye Gengui Zhou Jinqiu Lu

作者单位: College of Business Administration, Zhejiang University of Technology, Hanghou, 310032, P.R.China Jinqiu Lu is with Wenzhou Customs of China, Wenzhou, 325000, P.R. China

会议类型: 国际会议

会议名称: 第三届IEEE无线通讯、网络技术暨移动计算国际会议

会议地点: 上海

会议语种:英文

在线出版日期: 2007-09-21（万方平台首次上网日期，不代表论文的发表时间）