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Filtering by: Creator Emmott, Andrew Remove constraint Creator: Emmott, Andrew Advisor Mondal, Debashis Remove constraint Advisor: Mondal, Debashis

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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:
    by Emmott et al. [2015]. For both methods, the final anomaly scores are computed based on an average