Professor Vladimir Stankovic
Electronic and Electrical Engineering
Personal statement
Personal statement
I have been focusing on hybrid intelligence and graphical methods to perform signal representation, characterisation, modelling, and analysis. I am working on translating the fundamental research findings into development of practical Artificial Intelligence (AI)-driven engineering solutions for a wide range of global and national challenges, including energy efficiency, landslides monitoring via seismic signal analysis, and health and well-being.
Back to staff profile
Area of Expertise
- Hybrid intelligence
- Energy disaggregation
- Seismic signal analysis
- Interpretable machine learning
- Graph signal processing
- Motion analysis
- Multimedia processing and communications
Prize And Awards
- Finalist of the World first 10K Best paper Award (Top 3%)
- Recipient
- 12/7/2017
- IEEE Multimedia Signal Processing Workshop (MMSP) top 10% best paper award 2010
- Recipient
- 10/2010
Qualifications
- PhD (Dr-Ing), University of Leipzig, Germany, 2003
- MEng (Dipl-Ing) Electrical Engineering, University of Belgrade, 2000.
Professional activities:
- Area Editor for IEEE Transactions on Communications (since 2021)
- Associate Editor-in-Chief for IEEE Circuits and Systems for Video Technology
- Associate Editor for IEEE Transactions on Image Processing (2012-2017)
- Editor at Large for IEEE Transactions on Communications (2011-2021)
- Associate Editor for IEEE Communications Letters (2006-2011)
- Area Editor for Elsevier Signal Processing: Image Communication
- General Chair IEEE Multimedia Signal Processing (MMSP) Workshop 2017
Back to staff profile
Publications
- The Plegma dataset : domestic appliance-level and aggregate electricity demand with metadata from Greece
- Athanasoulias Sotirios, Guasselli Fernanda, Doulamis Nikolaos, Doulamis Anastasios, Ipiotis Nikos, Katsari Athina, Stankovic Lina, Stankovic Vladimir
- Scientific Data Vol 11 (2024)
- https://doi.org/10.1038/s41597-024-03208-0
- A weakly supervised active learning framework for non-intrusive load monitoring
- Tanoni Giulia, Sobot Tamara, Principi Emanuele, Stankovic Vladimir, Stankovic Lina, Squartini Stefano
- Integrated Computer-Aided Engineering (2024)
- Knowledge distillation for scalable non-intrusive load monitoring
- Tanoni Giulia, Stankovic Lina, Stankovic Vladimir, Squartini Stefano, Principi Emanuele
- IEEE Transactions on Industrial Informatics Vol 20, pp. 4710-4721 (2024)
- https://doi.org/10.1109/TII.2023.3328436
- Multichannel coherence migration grid search (MCMgs) in locating microseismic events recorded by a surface array
- Parastatidis E, Pytharouli S, Stankovic L, Stankovic V, Shi P, Hildyard MW
- Geophysical Journal International Vol 236, pp. 1042-1052 (2024)
- https://doi.org/10.1093/gji/ggad465
- Smart energy technologies for the collective : time-shifting, demand reduction and household practices in a Positive Energy Neighbourhood in Norway
- Guasselli Fernanda, Vavouris Apostolos, Stankovic Lina, Stankovic Vladimir, Didierjean Sébastien, Gram-Hanssen Kirsten
- Energy Research and Social Science Vol 110 (2024)
- https://doi.org/10.1016/j.erss.2024.103436
- 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
Back to staff profile
Teaching
- Image/video processing
- Analogue and digital communication systems
- Signals and systems
- Information theory
Back to staff profile
Research Interests
Signal and information processing as applied to
- Smart homes/buildings
- Micro-seismic signal analysis
- Health monitoring
- Remote sensing
- Computer Vision
Professional Activities
- Revolutionising Dairy with Digital Innovation
- Contributor
- 23/1/2024
- Integration of Drivers’ Routines into Lifecycle Assessment of Electric Vehicles
- Contributor
- 21/6/2023
- Benefits of Three-Phase Metering for Load Disaggregation
- Contributor
- 11/11/2022
- EURASIP Awards Committee (External organisation)
- Advisor
- 2022
- IEEE Transactions on Circuits and Systems for Video Technology (Journal)
- Peer reviewer
- 1/1/2022
- IEEE Transactions on Communications (Journal)
- Peer reviewer
- 1/9/2021
Projects
- Digital Dairy Chain Innovation Voucher: Project Luce - Efficient Load Scheduling for dairy farms with renewable energy provision
- Stankovic, Lina (Principal Investigator) Stankovic, Vladimir (Co-investigator) Vavouris, Apostolos (Researcher)
- Provide optimised load scheduling to maximise on-site renewable (solar/wind) self-consumption & explore the viability/feasibility of creating a micro farm grid that will link different premises (dairies/piggeries).
- 18-Jan-2024
- Picture-IT: Co-creation of an android based app to support neurotypical and neurodiverse pupils in school with their learning
- Stankovic, Lina (Principal Investigator) Stankovic, Vladimir (Co-investigator)
- 01-Jan-2024 - 30-Jan-2024
- User-centric insights from low-frequency smart meter data analysis towards flexibility potential: Stage1
- Stankovic, Vladimir (Principal Investigator) Stankovic, Lina (Co-investigator)
- 15-Jan-2024 - 15-Jan-2024
- Digital Dairy Chain Innovation Voucher: Efficient load scheduling for dairy farms with renewable energy provision
- Stankovic, Vladimir (Principal Investigator) Stankovic, Lina (Co-investigator) Vavouris, Apostolos (Researcher)
- Providing recommendation for optimising electrical device usage on a farm leveraging on low carbon technology investment and variable electricity tariff, to minimise energy imports, utility costs and carbon footprint.
- 23-Jan-2023 - 22-Jan-2023
- Quantifying temporal and spatial causalities between climate change and slope failures (New Horizons)
- Stankovic, Lina (Principal Investigator) Pytharouli, Stella (Co-investigator) Stankovic, Vladimir (Co-investigator)
- 01-Jan-2022 - 30-Jan-2024
- Near real-time AI-based spatio-temporal analysis of large seismic data sets for illuminating slope instabilities (SPORAL) RSE Saltire International Collaboration Awards
- Stankovic, Lina (Principal Investigator) Pytharouli, Stella (Co-investigator) Stankovic, Vladimir (Co-investigator)
- 01-Jan-2022 - 31-Jan-2024
Back to staff profile
Contact
Professor
Vladimir
Stankovic
Electronic and Electrical Engineering
Email: vladimir.stankovic@strath.ac.uk
Tel: 548 2679