Search Constraints

Start Over
Filtering by: Creator Emmott, Andrew Remove constraint Creator: Emmott, Andrew Committee Member Bhattacharyya, Sharmodeep Remove constraint Committee Member: Bhattacharyya, Sharmodeep

Search Results

  • 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