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- W2358966327 abstract "This paper proposes an incremental algorithm,ISNN which is based on density-based clustering algorithm SNN.The algorithm partitions the space around the update object,and redefines the nearest neighbors in each partition.In addition,a prune strategy is adopted;in this way we can find the influenced object dataset.When updating,the algorithm only deals with the set of the influenced objects instead of the whole dataset.Since the size of the influenced object dataset is far smaller than that of the whole dataset,the performance of the algorithm is improved.The evaluation shows that ISNN has much better efficiency and less I/O processing than SNN." @default.
- W2358966327 created "2016-06-24" @default.
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- W2358966327 date "2006-01-01" @default.
- W2358966327 modified "2023-09-22" @default.
- W2358966327 title "An Efficient Incremental Cluster Algorithm Based on Density" @default.
- W2358966327 hasPublicationYear "2006" @default.
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