Mr Djordje Batic
Research Assistant
Electronic and Electrical Engineering
Personal statement
Personal statement
Marie Skłodowska-Curie ITN Early Stage Resarcher, part of the Horizon2020 GECKO project.
Developing Trustworthy AI solutions to improve energy systems and combat climate change.
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Qualifications
Master in Computing and Control Engineering, Faculty of Technical Sciences, University of Novi Sad
Sep 2016 → Oct 2021
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Publications
- Geodemographic aware electric vehicle charging location planning for equitable placement using graph neural networks : case study of Scotland metropolitan areas
- Batic Djordje, Stankovic Vladimir, Stankovic Lina
- Energy Vol 324 (2025)
- https://doi.org/10.1016/j.energy.2025.135834
- XNILMBoost : explainability-informed load disaggregation training enhancement using attribution priors
- Batic Djordje, Stankovic Vladimir, Stankovic Lina
- Engineering Applications of Artificial Intelligence Vol 141 (2025)
- https://doi.org/10.1016/j.engappai.2024.109766
- ChargeDEM : geodemographic aware EV charging infrastructure placement for enhanced site selection using graph neural networks
- Batic Djordje, Stankovic Vladimir, Stankovic Lina
- 12th International Conference on Energy Efficiency in Domestic Appliances and Lighting (EEDAL’24) 12th International Conference on Energy Efficiency in Domestic Appliances and Lighting (EEDAL’24) (2024)
- Towards transparent load disaggregation – a framework for quantitative evaluation of explainability using explainable AI
- Batic Djordje, Stankovic Vladimir, Stankovic Lina
- IEEE Transactions on Consumer Electronics Vol 70, pp. 4345-4356 (2024)
- https://doi.org/10.1109/TCE.2023.3300530
- Analysis of smart meter data for energy waste management
- Batic Djordje, Stankovic Lina, Stankovic Vladimir
- Artificial Intelligence for Sustainability Innovations in Business and Financial Services (2024) (2024)
- https://doi.org/10.1007/978-3-031-49979-1_8
- Improving knowledge distillation for non-intrusive load monitoring through explainability guided learning
- Batic Djordje, Tanoni Giulia, Stankovic Lina, Stankovic Vladimir, Principi Emanuele
- ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2023)
- https://doi.org/10.1109/ICASSP49357.2023.10095109
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Teaching
- EE106: Engineering Desing For Software Development
- EE581/EE881/EE981: Image And Video Processing
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Research Interests
- Smart meter data analysis, load disaggregation, consumption prediction, and user profiling for residential and commercial applications
- Developing transparent, interpretable AI systems with a focus on knowledge distillation and edge device deployment
- Planning charging station locations and analyzing charging patterns to support sustainable transportation using Graph Neural Networks
- Generative AI and transfer learning
Professional Activities
- International Joint Conference on Neural Networks 2025
- Organiser
- 30/6/2025
- 2024 IEEE World Congress on Computational Intelligence (WCCI)
- Organiser
- 30/6/2024
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Contact
Mr
Djordje
Batic
Research Assistant
Electronic and Electrical Engineering
Email: djordje.batic@strath.ac.uk
Tel: Unlisted