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对犯罪网络的模糊层次聚类分析 被引量：2

Criminal Network Analysis Based on Fuzzy Hierarchical Clustering
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摘要 将模糊处理技术与层次聚类算法相结合运用于犯罪网络分析,提出一种新的基于模糊层次聚类算法的犯罪网络分析方法.基于"9.11"事件数据集的实验结果表明,该方法在划分网络的同时,能够找到类属具有模糊性的成员,从而为打击犯罪提供有益的帮助. Criminal network analysis has aroused concern from many researchers with the increasing num- ber of gang crimes. At present, the study of criminal network analysis is based on the classical set theory, and which can not find members who have ambiguous class attribute in the criminal network. To this end, the authors propose a hierarchical clustering method based on fuzzy set theol;y through combination of fuzzy processing technology and hierarchical clustering method. The experimental results show that this new method can find the members who have ambiguous class attribute when partitioning the network.
作者 潘芳 张自力
机构地区 西南大学智能软件与软件工程重点实验室
出处 《西南师范大学学报（自然科学版）》 CAS CSCD 北大核心 2009年第3期210-214,共5页 Journal of Southwest China Normal University(Natural Science Edition)
基金 教育部社科重大招标项目(05JZD0008)
关键词 犯罪网络 聚类 模糊层次聚类算法 criminal network clustering FHCM
分类号 TP311 [自动化与计算机技术—计算机软件与理论] TP18 [自动化与计算机技术—控制理论与控制工程]
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参考文献7

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二级参考文献25

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共引文献31

同被引文献26

  • 1Ranjan Bose(印),武传坤,李徽(译).信息论、编码与密码学(第2版).北京:机械工业出版社.
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引证文献2

二级引证文献7

西南师范大学学报（自然科学版）
2009年 第3期

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