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- W2351005132 abstract "The binned density estimation which is designed for very large datasets and based on the gravity center of the data points in a grid is extended to data stream applications.When introducing a density decaying scheme,it is revealed that the closeness of such estimators which substitutes the center of a grid with the gravity center of the data points is bounded.As a result,an algorithm for multidimensional evolution data streams is proposed.Experimental results show the algorithm can capture the evolving behaviors of the data stream in real time with enough accuracy." @default.
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- W2351005132 date "2011-01-01" @default.
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- W2351005132 title "Kernel Density Estimation for Multidimensional Evolution Data Stream" @default.
- W2351005132 hasPublicationYear "2011" @default.
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