A Comparative Evaluation of Anomaly Explanation Algorithms. - Nikolaos Myrtakis; Vassilis Christophides; Eric Simon (EDBT, 2021)

PROTEUS: Predictive Explanation of Anomalies. - Nikolaos Myrtakis; Ioannis Tsamardinos; Vassilis Christophides (ICDE, 2021)

On Predictive Explanation of Data Anomalies. - Nikolaos Myrtakis; Ioannis Tsamardinos; Vassilis Christophides (CoRR, 2021)

A meta-level analysis of online anomaly detectors. - Antonios Ntroumpogiannis; Michail Giannoulis; Nikolaos Myrtakis; Vassilis Christophides; Eric Simon; Ioannis Tsamardinos (VLDB J., 2023)

AutoML for Explainable Anomaly Detection (XAD). - Nikolaos Myrtakis; Ioannis Tsamardinos; Vassilis Christophides (Tannen's Festschrift, 2024)

Ransomwise: A Transaction-Based Dataset for Ransomware Bitcoin Wallet Detection. - Ioannis Arakas; Nikolaos Myrtakis; Thomas Marchioro; Evangelos P. Markatos (CSNet, 2024)

Data Glitches Discovery using Influence-based Model Explanations. - Nikolaos Myrtakis; Ioannis Tsamardinos; Vassilis Christophides (KDD (1), 2025)

A Comparative Analysis of Influence Signals for Data Debugging. - Nikolaos Myrtakis; Ioannis Tsamardinos; Vassilis Christophides (CoRR, 2025)