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Filtering by: Creator Blaustein, Andrew R. Academic Affiliation Statistics Committee Member Fern, Alan

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