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Filtering by: Creator Hannaway, David B. Academic Affiliation Statistics Committee Member Fern, Alan

1. 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:: �cult. We suggest instead the approximation as shown in Algorithm 4, in which !(xi) = |{b|xi 2 Âb}| is