Nikolaos Myrtakis

According to our database, Nikolaos Myrtakis authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Comparative Analysis of Influence Signals for Data Debugging.

Nikolaos Myrtakis, Ioannis Tsamardinos, Vassilis Christophides

CoRR, June, 2025

Data Glitches Discovery using Influence-based Model Explanations.

Nikolaos Myrtakis, Ioannis Tsamardinos, Vassilis Christophides

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

2024

Ransomwise: A Transaction-Based Dataset for Ransomware Bitcoin Wallet Detection.

Ioannis Arakas, Nikolaos Myrtakis, Thomas Marchioro, Evangelos P. Markatos

Proceedings of the 8th Cyber Security in Networking Conference, 2024

AutoML for Explainable Anomaly Detection (XAD).

Nikolaos Myrtakis, Ioannis Tsamardinos, Vassilis Christophides

Proceedings of the Provenance of Elegance in Computation - Essays Dedicated to Val Tannen, 2024

2023

A meta-level analysis of online anomaly detectors.

Antonios Ntroumpogiannis, Michail Giannoulis, Nikolaos Myrtakis, Vassilis Christophides, Eric Simon, Ioannis Tsamardinos

VLDB J., July, 2023

2021

On Predictive Explanation of Data Anomalies.

Nikolaos Myrtakis, Ioannis Tsamardinos, Vassilis Christophides

CoRR, 2021

PROTEUS: Predictive Explanation of Anomalies.

Nikolaos Myrtakis, Ioannis Tsamardinos, Vassilis Christophides

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

A Comparative Evaluation of Anomaly Explanation Algorithms.

Nikolaos Myrtakis, Vassilis Christophides, Eric Simon

Proceedings of the 24th International Conference on Extending Database Technology, 2021