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Filtering by: Creator Phillips, Michael John Remove constraint Creator: Phillips, Michael John Committee Member Fern, Alan Remove constraint Committee Member: Fern, Alan Contributor Dietterich, Thomas G. Remove constraint Contributor: Dietterich, Thomas G.

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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:
    , Amran Siddiqui, Risheek Garrepalli, Michael Slater and Irené Tem- atelewo. From our discussions and