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2025

Batic, Djordje and Stankovic, Vladimir and Stankovic, Lina (2025) Geodemographic aware electric vehicle charging location planning for equitable placement using graph neural networks : case study of Scotland metropolitan areas. Energy, 324. 135834. ISSN 1873-6785

Batic, Djordje and Stankovic, Vladimir and Stankovic, Lina (2025) XNILMBoost : explainability-informed load disaggregation training enhancement using attribution priors. Engineering Applications of Artificial Intelligence, 141. 109766. ISSN 0952-1976

2024

Batic, Djordje and Stankovic, Vladimir and Stankovic, Lina; (2024) ChargeDEM : geodemographic aware EV charging infrastructure placement for enhanced site selection using graph neural networks. In: 12th International Conference on Energy Efficiency in Domestic Appliances and Lighting (EEDAL’24). UNSPECIFIED, JPN. (In Press)

Batic, Djordje and Stankovic, Vladimir and Stankovic, Lina (2024) Towards transparent load disaggregation – a framework for quantitative evaluation of explainability using explainable AI. IEEE Transactions on Consumer Electronics, 70 (1). pp. 4345-4356. ISSN 0098-3063

2023

Batic, Djordje and Tanoni, Giulia and Stankovic, Lina and Stankovic, Vladimir and Principi, Emanuele; (2023) Improving knowledge distillation for non-intrusive load monitoring through explainability guided learning. In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, Piscataway, NJ.. ISBN 9781728163277