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OALib Journal期刊
ISSN: 2333-9721
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Improved GA-FCM and Its Application in Traffic Data Mining
改进的GA-FCM算法及其在交通事故挖掘中的应用

Keywords: information construction in public security,clustering data mining,gA-FCM,traffic accident
公安信息化
,聚类挖掘,GA-FCM,交通事故

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Abstract:

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.

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