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- W2364177802 abstract "In China,emergencies related to ethnic groups have increased in recent years.This poses many grave consequences to social life.These emergencies are highly complex and involve many factors,and it is hard to make emergency decisions.Therefore,it is necessary to employ aided intelligent decision-making system for these emergencies.However,present study remains in the preliminary phase in China.As the conventional Fuzzy K-Prototypes algorithm may limit itself to a local minimum and is sensitive to the values of the initial parameters,this paper presents a clustering algorithm based on the fusion of Ant Colony and Fuzzy K-Prototypes algorithm.First,the paper uses hybrid property data sets to denote the numeric feature and categorical feature of emergencies related to ethnic groups.Then,it improves the calculation method for the similarity distance in view of the different weight factors for respective properties.Consequently,the whole clustering approach is implemented.The clustering analysis result indicates that this algorithm contributes to obtaining the rules of emergencies related to ethnic groups.Therefore,this approach can be applied in aided intelligent decision-making for emergencies related to ethnic groups.The above work offers effective intelligent support for defending national security." @default.
- W2364177802 created "2016-06-24" @default.
- W2364177802 creator A5070824547 @default.
- W2364177802 date "2009-01-01" @default.
- W2364177802 modified "2023-10-03" @default.
- W2364177802 title "Application of Fusion of Ant Colony and Fuzzy K-Prototypes Algorithm in Clustering Analysis of Emergency Related to Ethnic Groups" @default.
- W2364177802 hasPublicationYear "2009" @default.
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