Search Results for author: Nikolaos Myrtakis

Found 2 papers, 1 papers with code

A Meta-level Analysis of Online Anomaly Detectors

1 code implementation13 Sep 2022 Antonios Ntroumpogiannis, Michail Giannoulis, Nikolaos Myrtakis, Vassilis Christophides, Eric Simon, Ioannis Tsamardinos

The behavior of the detectors is correlated with the characteristics of different datasets (i. e., meta-features), thereby providing a meta-level analysis of their performance.

On Predictive Explanation of Data Anomalies

no code implementations18 Oct 2021 Nikolaos Myrtakis, Ioannis Tsamardinos, Vassilis Christophides

PROTEUS is designed to return an accurate estimate of out-of-sample predictive performance to serve as a metric of the quality of the approximation.

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