Multi-criteria Similarity-based Anomaly Detection using Pareto Depth Analysis

Ko-Jen Hsiao, Kevin S. Xu, Jeff Calder +1

We consider the problem of identifying patterns in a data set that exhibit anomalous behavior, often referred to as anomaly detection. Similarity-based anomaly detection algorithms…