Research output per year
Research output per year
Personal profile
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.
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
Academic / Professional qualifications
Student Member of the IEEE
Teaching Interests
- EE106: Engineering Desing For Software Development
- EE581/EE881/EE981: Image And Video Processing
Academic / Professional qualifications
Master in Computing and Control Engineering, Faculty of Technical Sciences, University of Novi Sad
Sep 2016 → Oct 2021
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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XNILMBoost: explainability-informed load disaggregation training enhancement using attribution priors
Batic, D., Stankovic, V. & Stankovic, L., 1 Feb 2025, In: Engineering Applications of Artificial Intelligence . 141, 18 p., 109766.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Downloads (Pure) -
ChargeDEM: geodemographic aware EV charging infrastructure placement for enhanced site selection using graph neural networks
Batic, D., Stankovic, V. & Stankovic, L., 25 Jun 2024, (Accepted/In press) 12th International Conference on Energy Efficiency in Domestic Appliances and Lighting (EEDAL’24).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book
Open AccessFile4 Downloads (Pure)
Activities
- 2 Organiser of major conference
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International Joint Conference on Neural Networks 2025
Batic, D. (Organiser), Giulia, T. (Organiser), Sykiotis, S. (Organiser), Principi, E. (Organiser), Stankovic, V. (Organiser), Stankovic, L. (Organiser) & Doulamis, A. (Organiser)
30 Jun 2025 → 5 Jul 2025Activity: Participating in or organising an event types › Organiser of major conference
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2024 IEEE World Congress on Computational Intelligence (WCCI)
Batic, D. (Organiser), Giulia, T. (Organiser), Sykiotis, S. (Organiser), Stankovic, L. (Organiser) & Principi, E. (Organiser)
30 Jun 2024 → 5 Jul 2024Activity: Participating in or organising an event types › Organiser of major conference