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  • Vladimir Stankovic
2018

Linear state estimation via 5G C-RAN cellular networks using Gaussian belief propagation

Cosovic, M., Vukobratovic, D. & Stankovic, V., 15 Apr 2018. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
40 Downloads (Pure)
2017

Graph-based clustering for identifying region of interest in eye tracker data analysis

He, K., Yang, C., Stankovic, V. & Stankovic, L., 1 Dec 2017, 2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP). Piscataway, NJ.: IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
1 Citation (Scopus)
78 Downloads (Pure)
2019

Trends and challenges in smart metering analytics

Khazaei, M., Stankovic, L. & Stankovic, V., 22 Dec 2019, Review of Business and Technology Research (RBTR). Sharma, D. (ed.). 2 ed. Vol. 16. p. 111-117 6 p. (Review of Business and Technology Research; vol. 16, no. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

2020

Graph-based micro-seismic signal classification with an optimised feature space

Li, J., Yang, C., Stankovic, V., Stankovic, L. & Pytharouli, S., 29 Mar 2020, (Accepted/In press). 4 p.

Research output: Contribution to conferencePaper

2016

Analysis on tailed distributed arithmetic codes for uniform binary sources

Fang, Y., Stankovic, V., Cheng, S. & Yang, E., 31 Oct 2016, In : IEEE Transactions on Communications. 64, 10, p. 4305-4319 15 p.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)
96 Downloads (Pure)
2018

Improving event-based non-intrusive load monitoring using graph signal processing

Zhao, B., He, K., Stankovic, L. & Stankovic, V., 20 Sep 2018, In : IEEE Access. p. 1-15 15 p.

Research output: Contribution to journalArticle

Open Access
File
14 Citations (Scopus)
127 Downloads (Pure)
2017

Estimating heart rate and rhythm via 3D motion tracking in depth video

Yang, C., Cheung, G. & Stankovic, V., 1 Jul 2017, In : IEEE Transactions on Multimedia. 19, 7, p. 1625-1636 13 p.

Research output: Contribution to journalArticle

Open Access
File
11 Citations (Scopus)
143 Downloads (Pure)
2019

On-chip Fourier-transform spectrometers and machine learning: a new route to smart photonic sensors

Herrero-Bermello, A., Li, J., Khazaei, M., Grinberg, Y., Vellasco, A. V., Vachon, M., Cheben, P., Stankovic, L., Stankovic, V., Xu, D-X., Schmid, J. H. & Alonso-Ramos, C., 4 Nov 2019, (Accepted/In press) In : Optics Letters. 5 p.

Research output: Contribution to journalArticle

Effect of external daylight in smart dimmable LED lighting systems

Petkovic, M., Bajovic, D., Vukobratovic, D., McCutcheon, G., Stankovic, L. & Stankovic, V., 13 Mar 2019, (Accepted/In press). 5 p.

Research output: Contribution to conferencePaper

Open Access
File
49 Downloads (Pure)
2020

Smart on-chip Fourier-transform spectrometers harnessing machine learning algorithms

Herrero-Bermello, A., Li, J., Khazaei, M., Grinberg, Y., Villafranca-Velasco, A., Vachon, M., Cheben, P., Stankovic, L., Stankovic, V., Xu, D-X., Schmid, J. H. & Alonso-Ramos, C. A., 6 Feb 2020. 1 p.

Research output: Contribution to conferenceAbstract

Open Access
File
8 Downloads (Pure)
2019

Can non-intrusive load monitoring be used for identifying an appliance's anomalous behaviour?

Rashid, H., Singh, P., Stankovic, V. & Stankovic, L., 15 Mar 2019, In : Applied Energy. 238, p. 796-805 10 p.

Research output: Contribution to journalArticle

Open Access
File
16 Citations (Scopus)
25 Downloads (Pure)
2016

On a training-less solution for non-intrusive appliance load monitoring using graph signal processing

Zhao, B., Stankovic, L. & Stankovic, V., 21 Apr 2016, In : IEEE Access. 4, p. 1784-1799 15 p.

Research output: Contribution to journalArticle

Open Access
File
80 Citations (Scopus)
185 Downloads (Pure)

Human upper limb motion analysis for post-stroke impairment assessment using video analytics

Yang, C., Kerr, A., Stankovic, V., Stankovic, L., Rowe, P. & Cheng, S., 10 Mar 2016, In : IEEE Access. 4, p. 650-659 10 p.

Research output: Contribution to journalArticle

Open Access
File
14 Citations (Scopus)
180 Downloads (Pure)
Open Access
File
21 Citations (Scopus)
482 Downloads (Pure)
2019

Object detection techniques: overview and performance comparison

Noman, M., Stankovic, V. & Tawfik, A., 4 Nov 2019, (Accepted/In press). 4 p.

Research output: Contribution to conferencePaper

Open Access
File
24 Downloads (Pure)
2020

The risks and benefits of AI smart meters

Stankovic, L. & Stankovic, V., 11 May 2020, London

Research output: Other contribution

2016

Low-complexity energy disaggregation using appliance load modelling

Altrabalsi, H., Stankovic, V., Liao, J. & Stankovic, L., 5 Jan 2016, In : AIMS Energy. 4, 1, p. 884-905 21 p.

Research output: Contribution to journalArticle

Open Access
File
251 Downloads (Pure)
2018

Appliance electrical consumption modelling at scale using smart meter data

Murray, D. M., Stankovic, L., Stankovic, V. & Espinoza-Orias, N. D., 20 Jun 2018, In : Journal of Cleaner Production. 187, p. 237-249 13 p.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
39 Downloads (Pure)

Intertwining and NCA maps based new image encryption scheme

Ali Khan, F., Ahmed, J., Ahmad, J., Khan, J. S. & Stankovic, V., 16 Aug 2018. 5 p.

Research output: Contribution to conferencePaper

Open Access
File
4 Citations (Scopus)
11 Downloads (Pure)
2019

Distributed intelligent illumination control in the context of probabilistic graphical models

Cosovic, M., Devaja, T., Bajovic, D., Machaj, J., McCutcheon, G., Stankovic, V., Stankovic, L. & Vukobratovic, D., 18 Jun 2019, 2019 4th International Conference on Smart and Sustainable Technologies, SpliTech 2019. Perkovic, T., Vukojevic, K., Rodrigues, J. J. P. C., Rodrigues, J. J. P. C., Nizetic, S., Patrono, L. & Solic, P. (eds.). Piscataway, N.J.: IEEE, 6 p. 8783018

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
4 Downloads (Pure)
2020

Codebook cardinality spectrum of distributed arithmetic codes for stationary memoryless binary sources

Fang, Y. & Stankovic, V., 29 May 2020, (Accepted/In press) In : IEEE Transactions on Information Theory. 37 p.

Research output: Contribution to journalArticle

Open Access
File
1 Downloads (Pure)
2016

Blind non-intrusive appliance load monitoring using graph-based signal processing

Zhao, B., Stankovic, L. & Stankovic, V., 23 Feb 2016, 2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015. p. 68-72 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
13 Citations (Scopus)
54 Downloads (Pure)
2019

A novel chaos-based partial image encryption scheme using Lifting Wavelet Transform

Ali Khan, F., Ahmed, J., Ahmad, J., Khan, J. S., Ahmad, F., Stankovic, V. & Larijani, H., 17 Feb 2019. 2 p.

Research output: Contribution to conferencePaper

Open Access
File
18 Downloads (Pure)
2017
Open Access
2019

Evaluation of home-based rehabilitation sensing systems with respect to standardised clinical tests

Vourganas, I., Stankovic, V., Stankovic, L. & Michala, A. L., 19 Dec 2019, In : Sensors. 20, 1, 15 p., 26.

Research output: Contribution to journalArticle

Open Access
File
9 Downloads (Pure)
2018

Optimal detection and error exponents for hidden semi-Markov models

Bajović, D., He, K., Stanković, L., Vukobratović, D. & Stanković, V., 31 Oct 2018, In : IEEE Journal on Selected Topics in Signal Processing. 12, 5, p. 1077-1092 16 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
24 Downloads (Pure)

Electricity usage profile disaggregation of hourly smart meter data

Zhao, B., Stankovic, L. & Stankovic, V., 7 Mar 2018. 4 p.

Research output: Contribution to conferencePoster

Open Access
File
92 Downloads (Pure)
2016

Hamming distance spectrum of DAC codes for equiprobable binary sources

Fang, Y., Stankovic, V., Cheng, S. & Yang, E., 1 Mar 2016, In : IEEE Transactions on Communications. 64, 3, p. 1232-1245 14 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
61 Downloads (Pure)
2017

Sleep apnea detection via depth video and audio feature learning

Yang, C., Cheung, G., Stankovic, V., Chan, K. & Ono, N., 1 Apr 2017, In : IEEE Transactions on Multimedia. 19, 4, p. 822-835 15 p.

Research output: Contribution to journalArticle

Open Access
File
11 Citations (Scopus)
123 Downloads (Pure)

Gait phase classification for in-home gait assessment

Ye, M., Yang, C., Stankovic, V., Stankovic, L. & Cheng, S., 31 Aug 2017, p. 1-6. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
5 Citations (Scopus)
148 Downloads (Pure)
2020

Averaging is probably not the optimum way of aggregating parameters in federated learning

Xiao, P., Cheng, S., Stankovic, V. & Vukobratovic, D., 11 Mar 2020, In : Entropy. 22, 3, 11 p., 314.

Research output: Contribution to journalArticle

Open Access
File
3 Downloads (Pure)
2019

Automation enhancement and accuracy investigation of a portable single-camera gait analysis system

Yang, C., Ugbolue, U. C., McNicol, D., Stankovic, V., Stankovic, L., Kerr, A., Carse, B., Kaliarntas, K. & Rowe, P. J., 30 Jun 2019, In : IET Science, Measurement and Technology. 13, 4, p. 563-571 9 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
15 Downloads (Pure)

Factors that contribute to the use of stroke self-rehabilitation technologies: a review

Vourganas, I., Stankovic, V., Stankovic, L. & Kerr, A., 15 Aug 2019, In : JMIR Biomedical Engineering. 4, 1, 17 p., e13732.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
20 Downloads (Pure)
2020

Non-intrusive load disaggregation solutions for very low-rate smart meter data

Zhao, B., Ye, M., Stankovic, L. & Stankovic, V., 15 Jun 2020, In : Applied Energy. 268, 114949.

Research output: Contribution to journalArticle

2018

Non-intrusive load disaggregation using graph signal processing

He, K., Stankovic, L., Liao, J. & Stankovic, V., 31 May 2018, In : IEEE Transactions on Smart Grid. 9, 3, p. 1739-1747 9 p.

Research output: Contribution to journalArticle

Open Access
File
62 Citations (Scopus)
495 Downloads (Pure)
2020
2019

Deep graph regularized learning for binary classification

Ye, M., Stankovic, V., Stankovic, L. & Cheung, G., 12 May 2019, p. 3537-3541. 5 p.

Research output: Contribution to conferencePaper

Open Access
File
56 Downloads (Pure)

Evaluation of non-intrusive load monitoring algorithms for appliance-level anomaly detection

Rashid, H., Stankovic, V., Stankovic, L. & Singh, P., 1 Feb 2019, (Accepted/In press). 5 p.

Research output: Contribution to conferencePaper

Open Access
File
59 Downloads (Pure)

A generic optimisation-based approach for improving non-intrusive load monitoring

He, K., Jakovetic, D., Zhao, B., Stankovic, V., Stankovic, L. & Cheng, S., 1 Nov 2019, In : IEEE Transactions on Smart Grid. 10, 6, p. 6472-6480 9 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
30 Downloads (Pure)

Distinct feature extraction for video-based gait phase classification

Ye, M., Yang, C., Stankovic, V., Stankovic, L. & Cheng, S., 19 Sep 2019, In : IEEE Transactions on Multimedia. 13 p.

Research output: Contribution to journalArticle

Open Access
File
9 Downloads (Pure)
2018

Alternating binary classifier and graph learning from partial labels

Yang, C., Cheung, G. & Stankovic, V., 12 Nov 2018. 4 p.

Research output: Contribution to conferencePaper

Open Access
File
2 Citations (Scopus)
24 Downloads (Pure)

Shift-enabled graphs: graphs where shift-invariant filters are representable as polynomials of shift operations

Chen, L., Cheng, S., Stankovic, V. & Stankovic, L., 30 Sep 2018, In : IEEE Signal Processing Letters. 25, 9, p. 1305-1309 5 p.

Research output: Contribution to journalArticle

Open Access
File
4 Citations (Scopus)
16 Downloads (Pure)

Post-processing for event-based non-intrusive load monitoring

He, K., Jakovetic, D., Stankovic, V. & Stankovic, L., 7 Mar 2018, p. 1-4. 4 p.

Research output: Contribution to conferencePaper

Open Access
File
36 Downloads (Pure)
2016

Autonomous gait event detection with portable single-camera gait kinematics analysis system

Yang, C., Ugbolue, U. C., Kerr, A., Stankovic, V., Stankovic, L., Carse, B., Kaliarntas, K. T. & Rowe, P. J., 5 Jan 2016, In : Journal of Sensors. 2016, 8 p., 5036857.

Research output: Contribution to journalArticle

Open Access
File
12 Citations (Scopus)
88 Downloads (Pure)

Energy feedback enabled by load disaggregation

Stankovic, L., Stankovic, V., Murray, D. & Liao, J., 4 Jul 2016, p. 78-84. 7 p.

Research output: Contribution to conferenceAbstract

Open Access
File
74 Downloads (Pure)

Measuring the energy intensity of domestic activities from smart meter data

Stankovic, L., Stankovic, V., Liao, J. & Wilson, C., 1 Dec 2016, In : Applied Energy. 183, p. 1565-1580 15 p.

Research output: Contribution to journalArticle

Open Access
File
36 Citations (Scopus)
415 Downloads (Pure)

Understanding usage patterns of electric kettle and energy saving potential

Murray, D. M., Liao, J., Stankovic, L. & Stankovic, V., 1 Jun 2016, In : Applied Energy. 171, p. 231-242 12 p.

Research output: Contribution to journalArticle

Open Access
File
20 Citations (Scopus)
2505 Downloads (Pure)

Development of an augmented reality-guided computer-assisted orthopaedic surgery system

Smith, N. L., Stankovic, V. & Riches, P., 27 Oct 2016, In : Orthopaedic Proceedings. 98-B, SUPP 16, p. 18 1 p.

Research output: Contribution to journalMeeting abstract

2017
Open Access
File
53 Citations (Scopus)
210 Downloads (Pure)
2019

Transferability of neural networks approaches for low-rate energy disaggregation

Murray, D., Stankovic, L., Stankovic, V., Lulic, S. & Sladojevic, S., 1 Feb 2019, (Accepted/In press). 5 p.

Research output: Contribution to conferencePaper

Open Access
File
114 Downloads (Pure)