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Filtering by: Creator Emmott, Andrew Rights Statement No Copyright - United States

Anomaly Detection Meta-Analysis Benchmarks

Creator:

Emmott, Andrew, Das, Shubhomoy, Dietterich, Thomas, Fern, Alan, and Wong, Weng-Keen

Abstract:

This article provides a thorough meta-analysis of the anomaly detection problem. To accomplish this we first identify approaches to benchmarking anomaly detection algorithms across the literature and produce a large corpus of anomaly detection benchmarks that vary in their construction across several dimensions we deem important to real-world applications: (a)...

Resource Type:

Dataset