Search Results for author: Andrew Emmott

Found 1 papers, 1 papers with code

A Meta-Analysis of the Anomaly Detection Problem

1 code implementation3 Mar 2015 Andrew Emmott, Shubhomoy Das, Thomas Dietterich, Alan Fern, Weng-Keen Wong

The intended contributions of this article are many; in addition to providing a large publicly-available corpus of anomaly detection benchmarks, we provide an ontology for describing anomaly detection contexts, a methodology for controlling various aspects of benchmark creation, guidelines for future experimental design and a discussion of the many potential pitfalls of trying to measure success in this field.

Anomaly Detection Benchmarking +2

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