%0 Journal Article
%T Improved GA-FCM and Its Application in Traffic Data Mining<br>改进的GA-FCM算法及其在交通事故挖掘中的应用
%A YANG Xing-Chun
%A WANG Gang
%A ZHANG An-Ni
%A <br>杨兴春
%A 王刚
%A 张安妮
%J 计算机系统应用
%D 2010
%I 
%X With the continual advanvement of Information Construction in Public Security, it is important to boost the direction and the validity of police work and improve the level of Information Construction, if interested information can be mined from the large amount of historical data. Based on an earlier study, this paper improves the GA-FCM from the population selection and the mutation operator. Finally, the improved algorithm is also applied to the traffic accident data mining. The results have shown that the algorihm contributes significantly in preventing traffic accident and improving the traffic situation.
%K information construction in public security
%K clustering data mining
%K gA-FCM
%K traffic accident<br>公安信息化
%K 聚类挖掘
%K GA-FCM
%K 交通事故
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=D4F6864C950C88FFCE5B6C948A639E39&aid=C93C426984F95FD49F5BB33F2F8967EA&yid=140ECF96957D60B2&vid=2A8D03AD8076A2E3&iid=9CF7A0430CBB2DFD&sid=BA79719BCA7341D5&eid=F1177A9DF1349B63&journal_id=1003-3254&journal_name=计算机系统应用&referenced_num=0&reference_num=4