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CFSFDP is a clustering algorithm based on density peaks, which can cluster non-spherical data sets, and also has the advantages of fast clustering and simple realization. However, the global density threshold dc, which leads to the decrease of clustering quality, is specified without the consideration of spatial distribution of the data. Moreover, the data sets with multi-density peaks cannot be clustered...
CFSFDP is a clustering algorithm based on density peaks, which can cluster non-spherical data sets, and also has the advantages of fast clustering and simple realization. However, the global density threshold dc, which leads to the decrease of clustering quality, is specified without the consideration of spatial distribution of the data. Moreover, the data sets with multi-density peaks cannot be clustered...
In view of energy, mobility and degree of the nodes, a clustering algorithm is proposed which provides an effective method for establishing a hierarchical structure of the mobile ad hoc networks. Moreover, a repeated game model together with limited punishment mechanism is introduced for constraining the selfish nodes that deceive to avoid being cluster-heads to save energy. It is also proved that...
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