Projects per year
Personal profile
Academic / Professional 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 (2021-2024)
- Associate Editor-in-Chief for IEEE Circuits and Systems for Video Technology (2021-2023)
- 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
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.
Expertise & Capabilities
- Hybrid intelligence
- Energy disaggregation
- Seismic signal analysis
- Interpretable machine learning
- Graph signal processing
- Motion analysis
- Multimedia processing and communications
Research Interests
Signal and information processing as applied to
- Smart homes/buildings
- Micro-seismic signal analysis
- Health monitoring
- Remote sensing
- Computer Vision
Teaching Interests
- Image/video processing
- Analogue and digital communication systems
- Signals and systems
- Information theory
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):
Education/Academic qualification
Doctor of Engineering, University of Leipzig
1 Sept 2000 → 22 Feb 2003
Award Date: 1 Jan 2003
Bachelor of Engineering, University of Belgrade
15 Oct 1995 → 1 Apr 2000
Award Date: 1 Jan 2000
Fingerprint
Dive into the research topics where Vladimir Stankovic is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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
-
REMINDA: Revolutionising Energy Monitoring in Non-Domestic Buildings with A.I
Stankovic, V. (Principal Investigator) & Stankovic, L. (Co-investigator)
1/10/24 → 31/03/25
Project: Research
-
Digital Dairy Chain Innovation Voucher: Project Drum - Orton Grange farm energy management in a dairy farm with a highly diversified portfolio and RES surplus exporting potential under a community led scheme
Stankovic, L. (Principal Investigator), Stankovic, V. (Co-investigator) & Vavouris, A. (Researcher)
27/06/24 → 31/12/24
Project: Knowledge Exchange
-
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 AccessFile -
A temporal-spatial graph network with a learnable adjacency matrix for appliance-level electricity consumption prediction
Li, D., Xia, J., Li, J., Xiao, C., Stankovic, V., Stankovic, L. & Shi, Q., 28 Nov 2024, (E-pub ahead of print) In: IEEE Transactions on Artificial Intelligence. 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile
Datasets
-
Plegma Dataset
Athanasoulias, S. (Creator), Katsari, A. (Creator), Guasseli, F. (Contributor), Doulamis, N. (Supervisor), Doulamis, A. (Supervisor), Ipiotis, N. (Supervisor), Stankovic, L. (Supervisor), Stankovic, V. (Supervisor) & Murray, D. (Data Manager), University of Strathclyde, 30 Nov 2023
DOI: 10.15129/3b01a6c6-2efd-424a-b8b8-5fe7fa445ded, https://pleg.ma/
Dataset
-
Residential electrical loads measurements with simulated anomalies in air conditioner and refrigerator
Rashid, H. (Creator), Singh, P. (Supervisor), Stankovic, V. (Contributor) & Stankovic, L. (Data Manager), University of Strathclyde, 18 Jan 2019
DOI: 10.15129/d712ccac-21a1-40d2-8456-41217b62a6d5
Dataset
Prizes
-
Finalist of the World first 10K Best paper Award (Top 3%)
Ye, M. (Recipient), Yang, C. (Recipient), Stankovic, V. (Recipient), Stankovic, L. (Recipient) & Cheng, S. (Recipient), 12 Jul 2017
Prize: Prize (including medals and awards)
File -
IEEE Multimedia Signal Processing Workshop (MMSP) top 10% best paper award 2010
Stankovic, V. (Recipient), Oct 2010
Prize: Prize (including medals and awards)
Activities
-
Inter-disciplinary co-creation in JED-AI project
Stankovic, V. (Speaker) & Stankovic, L. (Speaker)
14 Nov 2024Activity: Talk or presentation types › Invited talk
-
JED-AI Collaboration with Energy Systems Catapult
Freeman, M. (Contributor), Price-Moore, J. (Contributor), Haben, S. (Participant), Stankovic, V. (Participant) & Stankovic, L. (Participant)
Sept 2024 → …Activity: Public Engagement and Outreach › Co-Production