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Filtering by: Creator Townsend, M. S. Remove constraint Creator: Townsend, M. S. Academic Affiliation Statistics Remove constraint Academic Affiliation: Statistics Committee Member Fern, Alan Remove constraint Committee Member: Fern, Alan

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  • Statistical Properties and Guarantees for Certain Anomaly Detection Relevant Problems

    Creator:
    Liu, Si
    Abstract:
    Anomaly detection aims at detecting the points that appear different than the majority of the data, such that they are suspected to be generated from a different distribution. Anomaly detectors have been applied in many different fields, such as detecting fraudulent behaviors in bank transaction, finding broken sensors in a...
    Resource Type:
    Dissertation
    Full Text:
    points in S, each has confidence level 1� �m|S| 9: Compute d(k)lower, the k th smallest lower bound from