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The streaming data scenario has brought about unique challenges with it, like outliers detection, large dimensionality and the issue of scalability being at primary focus. The temporal locality is a quite important while, processing evolving data stream (EDS). The inherit patterns present in the data evolves, and hence, the past clusters are no longer valid to the future and also the initial centroids...
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