Exploratory and Explanation-Aware Network Intrusion Profiling using Subgroup Discovery and Complex Network Analysis. - Martin Atzmueller; Sophia Sylvester; Rushed Kanawati (EICC, 2023)

Leveraging Explainable AI Methods Towards Identifying Classification Issues on IDS Datasets. - Eric Lanfer; Sophia Sylvester; Nils Aschenbruck; Martin Atzmueller (LCN, 2023)

Explainable Sleep-Wake Recognition Using a Twin XCBR System with Prototypes to Improve Retrieval Efficiency. - Sophia Sylvester; Kerstin Bach; Håvard Kallestad (ICCBR, 2025)