Search Results for author: Antonios Ntroumpogiannis

Found 2 papers, 1 papers with code

Towards Automated Causal Discovery: a case study on 5G telecommunication data

no code implementations22 Feb 2024 Konstantina Biza, Antonios Ntroumpogiannis, Sofia Triantafillou, Ioannis Tsamardinos

We introduce the concept of Automated Causal Discovery (AutoCD), defined as any system that aims to fully automate the application of causal discovery and causal reasoning methods.

Causal Discovery

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.

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