Scalable kernel density estimation-based local outlier detection over large data streams

© 2019 Copyright held by the owner/author(s). Local outlier techniques are known to be effective for detecting outliers in skewed data, where subsets of the data exhibit diverse distribution properties. However, existing methods are not well equipped to support modern high-velocity data streams due...

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Bibliographic Details
Main Authors: Qin, X (Author), Cao, L (Author), Rundensteiner, EA (Author), Madden, S (Author)
Format: Article
Language:English
Published: OpenProceedings.org, 2021-11-05T15:24:13Z.
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