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
Source - MKLab
Recent content on MKLab
E. Lagiokapa, G. Loupas, M. V. Kosti, N. Georgakopoulou, S. Diplaris, S.
Vrochidis, “Distilling Gaming Strategy through Explainability in Tetris” in
Proceedings of the Video4IMX Workshop at ACM IMX 2025, ACM, UFF, Niterói, RJ,
Brazil, June 3-6, 2025.
A. Vassiliades, A. I. Karageorgiadis, E. Batziou, S. Diplaris, E. A.
Stathopoulos, N. Dourvas, K. Ioannidis, S. Vrochidis, I. Kompatsiaris,
“Optimizing Carbon Footprint & Energy Performance for the Sustainability of
Historic Buildings using Knowledge Graphs & Digital Twins.", in Proceedings of
the 3rd Ιnternational Workshop on Knowledge Graphs for Sustainability (KG4S),
Portoroz, Slovenia, June 1-2, 2025.
D. Kampelopoulos, A. Tsanousa, S. Vrochidis and I. Kompatsiaris, “A review of
LLMs and their applications in the architecture, engineering and construction
industry”, Artificial Intelligence Review, vol. 58, no. 250, Apr 2025, doi:
10.1007/s10462-025-11241-7.
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, May 2025.
P. Kritopoulou, G. Loupas, E. Lagiokapa, N. V. Georgakopoulou, S. Diplaris, & S.
Vrohidis, “Design of a configurable acoustic sensor for privacy-compliant urban
soundscape recordings”, In Proceedings of the Concurrency and Computation:
Practice and Experience (IDC2024), Special Issue on “International Symposium on
Intelligent Distributed Computing (IDC2024)", May 2025 [Online].
O. Theodosiadou, A. Kosmatopoulos, T. Skouras, C. Gkiourtzidis, T. Tsikrika, S.
Vrochidis, I. Kompatsiaris, “Enhancing Change Point Detection Through Key Actor
Identification: A study in Cryptocurrency Transactions Networks,” IEEE Access,
vol. 13, pp. 84620–84634, 2025, doi: 10.1109/ACCESS.2025.3566624.
E. Batziou, N. I. Dourvas, K. Ioannidis, S. Diplaris, S. Vrochidis, and I.
Kompatsiaris, “Digital Twin Development for Cultural Heritage Buildings: A
Multimodal Approach to Simulating Energy Performance,” in Proceedings of the
ISIM Workshop at ACM IMX 2025, ACM, 2025.
V. Papaioannou, C. G. E. Anagnostopoulos, D. F. Mantsis, K. Vlachos, A.
Moumtzidou, I. Gialampoukidis, S. Vrochidis, and I. Kompatsiaris, “Assessment of
Oil Spill Dispersion and Weathering Processes in Saronic Gulf,” in Adv. Hydro
Meteorol., vol. 2, no. 5, p. AHM.MS.ID.000550, 2025, doi:
10.33552/AHM.2025.02.000550.
G. Tzanetis, A. Toumpas, Z. Vasileiou, G. Meditskos, S. Vrochidis, I.
Kompatsiaris, “Enhancing Health Risk Monitoring: An Explainable Human-Centric
Approach Using Wearable Data and Sensor Integration,” in Proceedings of the ICPR
2024 International Workshops and Challenges (ICPR 2024), S. Palaiahnakote, S.
Schuckers, J.M. Ogier, P. Bhattacharya, U. Pal, and S. Bhattacharya, Eds.,
Lecture Notes in Computer Science, vol. 15619, Springer, Cham, 2024.
https://doi.org/10.1007/978-3-031-88223-4_29