Dr Vladimir Stankovic

Reader

Electronic and Electrical Engineering

Personal statement

I have been focusing on 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.

Expertise

Has expertise in:

Energy disaggregation
Seismic signal analysis
Interpretable machine learning
Graph signal processing
Motion analysis
Multimedia processing and communications

Prizes 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

More prizes and awards

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

Publications

Quantification of dairy farm energy consumption to support the transition to sustainable farming: Todic Tamara, Stankovic Lina, Stankovic Vladimir, Shi Jiufeng; International Conference on Smart Computing 2022 (2022)
Low-frequency non-intrusive load monitoring of electric vehicles in houses with solar generation : generalisability and transferability: Vavouris Apostolos, Garside Benjamin, Stankovic Lina, Stankovic Vladimir; Energies Vol 15 (2022); https://doi.org/10.3390/en15062200
Human activity recognition of individuals with lower limb amputation in free-living conditions : a pilot study: Jamieson Alexander, Murray Laura, Stankovic Lina, Stankovic Vladimir, Buis Arjan; Sensors Vol 21 (2021); https://doi.org/10.3390/s21248377
Multi-channel coherency migration (MCM) location algorithm: improving its computational efficiency and location accuracy: Parastatidis Emmanouil, Pytharouli Stella, Stankovic Lina, Stankovic Vladimir, Shi Peidong; AGU Fall meeting 2021 (2021)
Graph spectral image classification: Ye Minxiang, Stankovic Vladimir, Stankovic Lina, Cheung Gene; Graph Spectral Image Processing (2021) (2021)
Transparent AI : explainability of deep learning based load disaggregation: Murray David, Stankovic Lina, Stankovic Vladimir; The 1st ACM SIGEnergy Workshop of Fair, Accountable, Transparent, and Ethical AI for Smart Environments and Energy Systems, pp. 268-271 (2021); https://doi.org/10.1145/3486611.3492410

More publications

Teaching

Image/video processing
Analogue and digital communication systems
Signals and systems
Information theory

Research interests

Signal and information processing as applied to

Smart homes/buildings
Micro-seismic signal analysis
Health monitoring

Professional activities

IEEE Transactions on Circuits and Systems for Video Technology (Journal): Peer reviewer; 1/1/2022
EURASIP Awards Committee (External organisation): Advisor; 2022
IEEE Transactions on Communications (Journal): Peer reviewer; 9/2021
IEEE Transactions on Communications (Journal): Peer reviewer; 1/9/2021
Appliance Usage Detection from Smart Meter Data Using Supervised and Unsupervised Non-Intrusive Load Monitoring: Contributor; 26/5/2020
IEEE Transactions on Circuits and Systems for Video Technology (Journal): Editorial board member; 1/1/2020

More professional activities

Projects

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
Boxing Training Machine: Stankovic, Vladimir (Principal Investigator) Stankovic, Lina (Co-investigator); 05-Jan-2021 - 30-Jan-2021
building GrEener and more sustainable soCieties by filling the Knowledge gap in social science and engineering responsible artificial intelligence co-creatiOn (GECKO) MSCA-ITN-2020: Stankovic, Vladimir (Principal Investigator) Stankovic, Lina (Co-investigator); 01-Jan-2021 - 31-Jan-2024
Smart pumping for Subsurface Engineering (Prosperity Partnership): Shipton, Zoe (Principal Investigator) Corney, Jonathan (Co-investigator) Dempster, William (Co-investigator) Perry, Marcus (Co-investigator) Pytharouli, Stella (Co-investigator) Stankovic, Lina (Co-investigator) Stankovic, Vladimir (Co-investigator) Yang, Shangtong (Co-investigator) Fan, Ding (Researcher) Parastatidis, Emmanouil (Researcher) Rizzuto, Francesco (Researcher) Xi, Xun (Researcher); Prosperity Partnership: Predictive pumping; 01-Jan-2018 - 31-Jan-2023
Signal Processing in the Information Age (UDRC III): Weiss, Stephan (Principal Investigator) Stankovic, Vladimir (Co-investigator); UDRC III: Signal Processing in the Information Age; 01-Jan-2018 - 30-Jan-2023
Eco-Bot: Personalised ICT-tools for the Active Engagement of Consumers Towards Sustainable Energy: Stankovic, Lina (Principal Investigator) Stankovic, Vladimir (Co-investigator) Murray, David (Researcher); 01-Jan-2017 - 31-Jan-2020

More projects

Address

Electronic and Electrical Engineering
Royal College Building

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