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基于模糊决策树的保险企业数据异常访问检测方法 被引量:1

Abnormal Accessing Diagnosis Method of Insurance Data Based on Fuzzy Decision Tree
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摘要 保险数据的安全已经成为影响企业效益和声誉的重大问题。为了有效检测日常交易数据中的异常访问行为,提出了一种基于模糊决策树的检测方法,该方法将能够把决策树的归纳学习能力和模糊集合所具有的表达能力相结合,可以有效地发现交易记录中的异常访问行为。通过实验分析,能够提高检测的准确性和效率。 Insurance data security has become the major issues which affect the enterprisese performance and reputation of a company.In order to effectively detect abnormal data access behavior of daily trading,the paper proposed a abnormal access diagnosis algorithm based on fuzzy decision tree.the method will be able to put the decision tree inductive learning ability and fuzzy collection has the ability to express the combination,can effectively found abnormal access behavior in the transaction log.It can enhance the accuracy and efficiency of shearer fault by analyzing the experiment.
出处 《电脑开发与应用》 2013年第4期6-8,共3页 Computer Development & Applications
基金 国家自然科学基金(71031006)
关键词 异常访问 模糊决策树 模糊依赖度 abnormal access fuzzy decision tree fuzzy dependence
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  • 1张磊,夏士雄,牛强.基于SVM二叉决策树方法的矿井提升机故障诊断[J].微计算机信息,2008,24(10):198-199. 被引量:4
  • 2王兴伟,原常青,黄敏.一种基于模糊决策树的运动预测机制[J].计算机科学,2005,32(9):176-179. 被引量:5
  • 3Rajen B. Bhatt, Gopal M. FRID: Fuzzy-Rough Interactive Dichotomizes[C].Proceedings of the IEEE international conference on Fuzzy Systems, 2004, 3:1337 - 1342.
  • 4Rajen B. Bhatt, Gopal M. On the extension of functional dependency degree from crisp to fuzzy partitions [J]. Pattern Recognition Letters, 2006, 27(5):487 - 491.
  • 5周天沛,代洪.基于粗糙集-神经网络系统的采煤机故障诊断研究[J].煤矿机械,2007,28(9):188-190. 被引量:2
  • 6Quinlan J R.Induction of Decision Trees[J].Machine Learning, 1986; (1):81~106.
  • 7Y Yuan,M J Shaw.Induction of fuzzy decision trees[J].Fuzzy Sets Syst, 1995 ;69(2) : 125-139.
  • 8.Tom M Mitchell.MACHINE LEARNING[M].International Edition,1997.
  • 9Bingchiang Jeng,Jeng Yung Mo,Liang Ting Peng.FILM :a fuzzy inductive learning method for automated knowledge acquisition[J].Decision Support Systems,1997;21:61-73.
  • 10Wang Xi zhao,Chen Bin,Qian Guo liang et al.On the Optimization of Fuzzy Decision Trees[J].Fuzzy Sets and Systems,2000; 112:117~ 125.

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