Journals

1. G. Tzionis, G. Kougka, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, M. Vlachopoulou, "Comparative Analysis of Feature Importance in Machine Learning Models for Predictive Maintenance.", Springer Nature, Enterprise Interoperability XI Book, May 2025, doi: 10.1007/978-3-031-93995-2
2. G. Tzionis, G. Kougka, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, M. Vlachopoulou, "Enhancing Robustness in Feature Importance Methods with NAFIC and CESHAP for Improved Interpretability.", Applied Artificial Intelligence Journal, Taylor & Francis Group, vol. 39, no. 1, May 2025. https://doi.org/10.1080/08839514.2025.2515062