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Batic, Djordje and Stankovic, Vladimir and Stankovic, Lina (2025) XNILMBoost : explainability-informed load disaggregation training enhancement using attribution priors. Engineering Applications of Artificial Intelligence, 141. 109766. ISSN 0952-1976
Li, Dandan and Xia, Jiaxing and Li, Jiangfeng and Xiao, Changjiang and Stankovic, Vladimir and Stankovic, Lina and Shi, Quingjiang (2024) A temporal-spatial graph network with a learnable adjacency matrix for appliance-level electricity consumption prediction. IEEE Transactions on Artificial Intelligence. ISSN 2691-4581
Vavouris, Apostolos and Guasselli, Fernanda and Stankovic, Lina and Stankovic, Vladimir and Gram-Hanssen, Kirsten and Didierjean, Sébastien (2024) Descriptor : A Norwegian Positive Energy Neighbourhood Dataset of Electrical Measurements and Interviews on Energy Practices (NorPEN). IEEE Data Descriptions, 1. pp. 113-121. ISSN 2995-4274
Tanoni, Giulia and Sobot, Tamara and Principi, Emanuele and Stankovic, Vladimir and Stankovic, Lina and Squartini, Stefano (2024) A weakly supervised active learning framework for non-intrusive load monitoring. Integrated Computer-Aided Engineering, 32 (1). pp. 37-54. ISSN 1069-2509
Parasyris, Apostolos and Stankovic, Lina and Stankovic, Vladimir (2024) A machine learning-driven approach to uncover the influencing factors resulting in soil mass displacement. Geosciences, 14 (8). 220. ISSN 2076-3263
Vavouris, Apostolos and Guasselli, Fernanda and Stankovic, Lina and Stankovic, Vladimir and Gram-Hanssen, Kirsten and Didierjean, Sébastien (2024) A complex mixed-methods data-driven energy-centric evaluation of net-positive households. Applied Energy, 367. 123404. ISSN 0306-2619
Sobot, Tamara and Stankovic, Vladimir and Stankovic, Lina (2024) Human in the loop active learning for time-series electrical measurement data. Engineering Applications of Artificial Intelligence, 133 (Part F). 108589. ISSN 0952-1976
Guasselli, Fernanda and Vavouris, Apostolos and Stankovic, Lina and Stankovic, Vladimir and Didierjean, Sébastien and Gram-Hanssen, Kirsten (2024) Smart energy technologies for the collective : time-shifting, demand reduction and household practices in a Positive Energy Neighbourhood in Norway. Energy Research and Social Science, 110. 103436. ISSN 2214-6296
Athanasoulias, Sotirios and Guasselli, Fernanda and Doulamis, Nikolaos and Doulamis, Anastasios and Ipiotis, Nikos and Katsari, Athina and Stankovic, Lina and Stankovic, Vladimir (2024) The Plegma dataset : domestic appliance-level and aggregate electricity demand with metadata from Greece. Scientific Data, 11 (1). 376. ISSN 2052-4463
Tanoni, Giulia and Stankovic, Lina and Stankovic, Vladimir and Squartini, Stefano and Principi, Emanuele (2024) Knowledge distillation for scalable non-intrusive load monitoring. IEEE Transactions on Industrial Informatics, 20 (3). pp. 4710-4721. ISSN 1551-3203
Parastatidis, E. and Pytharouli, S. and Stankovic, L. and Stankovic, V. and Shi, P. and Hildyard, M.W. (2024) Multichannel coherence migration grid search (MCMgs) in locating microseismic events recorded by a surface array. Geophysical Journal International, 236 (2). pp. 1042-1052. ISSN 0956-540X
Batic, Djordje and Stankovic, Vladimir and Stankovic, Lina (2024) Towards transparent load disaggregation – a framework for quantitative evaluation of explainability using explainable AI. IEEE Transactions on Consumer Electronics, 70 (1). pp. 4345-4356. ISSN 0098-3063
Vavouris, Apostolos and Stankovic, Lina and Stankovic, Vladimir (2023) Integration of drivers' routines into lifecycle assessment of electric vehicles. Transportation Research Procedia, 70. pp. 322-329. ISSN 2352-1465
Sykiotis, Stavros and Athanasoulias, Sotirios and Kaselimi, Maria and Doulamis, Anastasios and Doulamis, Nikolaos and Stankovic, Lina and Stankovic, Vladimir (2023) Performance-aware NILM model optimization for edge deployment. IEEE Transactions on Green Communications and Networking, 7 (3). pp. 1434-1446. ISSN 2473-2400
Jamieson, Alexander and Murray, Laura and Stankovic, Vladimir and Stankovic, Lina and Buis, Arjan (2023) Unsupervised cluster analysis of walking activity data for healthy individuals and individuals with lower limb amputation. Sensors, 23 (19). 8164. ISSN 1424-8220
Todic, Tamara and Stankovic, Vladimir and Stankovic, Lina (2023) An active learning framework for the low-frequency Non-Intrusive Load Monitoring problem. Applied Energy, 341. 121078. ISSN 0306-2619
Li, Jiangfeng and Ye, Minxiang and Stankovic, Lina and Stankovic, Vladimir and Pytharouli, Stella (2023) Domain knowledge informed multitask learning for landslide induced seismic classification. IEEE Geoscience and Remote Sensing Letters, 20. pp. 1-5. 7503005. ISSN 1545-598X
Parasyris, Apostolos and Stankovic, Lina and Stankovic, Vladimir (2023) Synthetic data generation for Deep Learning-based Inversion for Velocity Model Building. Remote Sensing, 15 (11). 2901. ISSN 2072-4292
Mollel, Rachel Stephen and Stankovic, Lina and Stankovic, Vladimir (2023) Explainability-informed feature selection and performance prediction for nonintrusive load monitoring. Sensors, 23 (10). 4845. ISSN 1424-8220
Jiang, Jiaxin and Stankovic, Vladimir and Stankovic, Lina and Parastatidis, Emmanouil and Pytharouli, Stella (2023) Microseismic event classification with time, frequency and wavelet domain convolutional neural networks. IEEE Transactions on Geoscience and Remote Sensing, 61. pp. 1-14. ISSN 0196-2892
Han, Dong and Mulyana, Beni and Stankovic, Vladimir and Cheng, Samuel (2023) A survey and tutorial on deep reinforcement learning algorithms for robotic manipulation. Sensors, 23 (7). 3762. ISSN 1424-8220
Li, Dandan and Li, Jiangfeng and Zeng, Xin and Stankovic, Vladimir and Stankovic, Lina and Xiao, Changjiang and Shi, Qingjiang (2023) Transfer learning for multi-objective non-intrusive load monitoring in smart building. Applied Energy, 329. 120223. ISSN 0306-2619
Li, J. and Stankovic, L. and Stankovic, Vladimir and Pytharouli, S. and Yang, C. and Shi, Q. (2022) Graph-based feature weight optimisation and classification of continuous seismic sensor array recordings. Sensors, 23 (1). 243. ISSN 1424-8220
Chen, Liyan and Cheng, Samuel and Stankovic, Vladimir and Stankovic, Lina and Shi, Qingjiang (2022) How likely is a random network graph shift-enabled? IEEE Transactions on Signal and Information Processing over Networks, 8. pp. 973-982. ISSN 2373-7778
Petkovic, Milica and Bajovic, Dragana and Vukobratovic, Dejan and Machaj, Juraj and Brida, Peter and McCutcheon, Graeme and Stankovic, Lina and Stankovic, Vladimir (2022) Smart dimmable LED lighting systems. Sensors, 22 (21). 8523. ISSN 1424-8220
Vavouris, Apostolos and Garside, Benjamin and Stankovic, Lina and Stankovic, Vladimir (2022) Low-frequency non-intrusive load monitoring of electric vehicles in houses with solar generation : generalisability and transferability. Energies, 15 (6). 2200. ISSN 1996-1073
Jamieson, Alexander and Murray, Laura and Stankovic, Lina and Stankovic, Vladimir and Buis, Arjan (2021) Human activity recognition of individuals with lower limb amputation in free-living conditions : a pilot study. Sensors, 21 (24). 8377. ISSN 1424-8220
Li, Jiangfeng and Stankovic, Lina and Pytharouli, Stella and Stankovic, Vladimir (2021) Automated platform for microseismic signal analysis : denoising, detection and classification in slope stability studies. IEEE Transactions on Geoscience and Remote Sensing, 59 (9). 7996 - 8006. ISSN 0196-2892
Chen, Liyan and Cheng, Samuel and He, Kanghang and Stankovic, Vladimir and Stankovic, Lina (2021) Undirected graphs : is the shift-enabled condition trivial or necessary? IEEE Access, 9. pp. 75082-75089. ISSN 2169-3536
Vourganas, Ioannis and Stankovic, Vladimir and Stankovic, Lina (2020) Individualised responsible Artificial Intelligence for home-based rehabilitation. Sensors, 21 (1). 2. ISSN 1424-8220
Ye, Minxiang and Stankovic, Vladimir and Stankovic, Lina and Cheung, Gene (2020) Robust deep graph based learning for binary classification. IEEE Transactions on Signal and Information Processing over Networks, 7. pp. 322-335. ISSN 2373-7778
He, Kanghang and Stankovic, Vladimir and Stankovic, Lina (2020) Building a graph signal processing model using dynamic time warping for load disaggregation. Sensors, 20 (22). 6628. ISSN 1424-8220
Fang, Yong and Stankovic, Vladimir (2020) Codebook cardinality spectrum of distributed arithmetic codes for stationary memoryless binary sources. IEEE Transactions on Information Theory, 66 (10). pp. 6580-6596. ISSN 0018-9448
Noman, Mohammed and Stankovic, Vladimir and Tawfik, Ayman (2020) Portable offline indoor object recognition system for the visually impaired. Cogent Engineering, 7 (1). 1823158. ISSN 2331-1916
Zhao, Bochao and Ye, Minxiang and Stankovic, Lina and Stankovic, Vladimir (2020) Non-intrusive load disaggregation solutions for very low-rate smart meter data. Applied Energy, 268. 114949. ISSN 0306-2619
Ye, Minxiang and Yang, Cheng and Stankovic, Vladimir and Stankovic, Lina and Cheng, Samuel (2020) Distinct feature extraction for video-based gait phase classification. IEEE Transactions on Multimedia, 22 (5). pp. 1113-1125. ISSN 1520-9210
Xiao, Peng and Cheng, Samuel and Stankovic, Vladimir and Vukobratovic, Dejan (2020) Averaging is probably not the optimum way of aggregating parameters in federated learning. Entropy, 22 (3). 314. ISSN 1099-4300
Vourganas, Ioannis and Stankovic, Vladimir and Stankovic, Lina and Michala, Anna Lito (2019) Evaluation of home-based rehabilitation sensing systems with respect to standardised clinical tests. Sensors, 20 (1). 26. ISSN 1424-8220
Herrero-Bermello, Alaine and Li, Jiangfeng and Khazaei, Mohammad and Grinberg, Yuri and Vellasco, Aitor V. and Vachon, Martin and Cheben, Pavel and Stankovic, Lina and Stankovic, Vladimir and Xu, Dan-Xia and Schmid, Jens H. and Alonso-Ramos, Carlos (2019) On-chip Fourier-transform spectrometers and machine learning : a new route to smart photonic sensors. Optics Letters, 44 (23). pp. 5840-5843. ISSN 0146-9592
He, Kanghang and Jakovetic, Dusan and Zhao, Bochao and Stankovic, Vladimir and Stankovic, Lina and Cheng, Samuel (2019) A generic optimisation-based approach for improving non-intrusive load monitoring. IEEE Transactions on Smart Grid, 10 (6). pp. 6472-6480. ISSN 1949-3053
Vourganas, Ioannis and Stankovic, Vladimir and Stankovic, Lina and Kerr, Andrew (2019) Factors that contribute to the use of stroke self-rehabilitation technologies : a review. JMIR Biomedical Engineering, 4 (1). e13732. ISSN 2561-3278
Yang, C. and Ugbolue, U. C. and McNicol, D. and Stankovic, V. and Stankovic, L. and Kerr, A. and Carse, B. and Kaliarntas, K. and Rowe, P. J. (2019) Automation enhancement and accuracy investigation of a portable single-camera gait analysis system. IET Science, Measurement and Technology, 13 (4). pp. 563-571. ISSN 1751-8822
Rashid, Haroon and Singh, Pushpendra and Stankovic, Vladimir and Stankovic, Lina (2019) Can non-intrusive load monitoring be used for identifying an appliance's anomalous behaviour? Applied Energy, 238. pp. 796-805. ISSN 0306-2619
Bajović, Dragana and He, Kanghang and Stanković, Lina and Vukobratović, Dejan and Stanković, Vladimir (2018) Optimal detection and error exponents for hidden semi-Markov models. IEEE Journal on Selected Topics in Signal Processing, 12 (5). pp. 1077-1092. ISSN 1932-4553
Chen, Liyan and Cheng, Samuel and Stankovic, Vladimir and Stankovic, Lina (2018) Shift-enabled graphs : graphs where shift-invariant filters are representable as polynomials of shift operations. IEEE Signal Processing Letters, 25 (9). pp. 1305-1309. ISSN 1070-9908
Zhao, Bochao and He, Kanghang and Stankovic, Lina and Stankovic, Vladimir (2018) Improving event-based non-intrusive load monitoring using graph signal processing. IEEE Access. pp. 1-15. ISSN 2169-3536
Murray, D.M. and Stankovic, L. and Stankovic, V. and Espinoza-Orias, N.D. (2018) Appliance electrical consumption modelling at scale using smart meter data. Journal of Cleaner Production, 187. pp. 237-249. ISSN 0959-6526
He, Kanghang and Stankovic, Lina and Liao, Jing and Stankovic, Vladimir (2018) Non-intrusive load disaggregation using graph signal processing. IEEE Transactions on Smart Grid, 9 (3). pp. 1739-1747. ISSN 1949-3053
Yang, Cheng and Cheung, Gene and Stankovic, Vladimir (2017) Estimating heart rate and rhythm via 3D motion tracking in depth video. IEEE Transactions on Multimedia, 19 (7). pp. 1625-1636. ISSN 1520-9210
Yang, Cheng and Cheung, Gene and Stankovic, Vladimir and Chan, Kevin and Ono, Nobutaka (2017) Sleep apnea detection via depth video and audio feature learning. IEEE Transactions on Multimedia, 19 (4). pp. 822-835. ISSN 1520-9210
Murray, David and Stankovic, Lina and Stankovic, Vladimir (2017) An electrical load measurements dataset of United Kingdom households from a two-year longitudinal study. Scientific Data, 4. pp. 1-12. 160122. ISSN 2052-4463
Stankovic, L. and Stankovic, V. and Liao, J. and Wilson, C. (2016) Measuring the energy intensity of domestic activities from smart meter data. Applied Energy, 183. pp. 1565-1580. ISSN 0306-2619
Fang, Yong and Stankovic, Vladimir and Cheng, Samuel and Yang, En-hui (2016) Analysis on tailed distributed arithmetic codes for uniform binary sources. IEEE Transactions on Communications, 64 (10). pp. 4305-4319. ISSN 0090-6778
Smith, N. L. and Stankovic, V. and Riches, P. (2016) Development of an augmented reality-guided computer-assisted orthopaedic surgery system. Orthopaedic Proceedings, 98-B (SUPP 1). p. 18. ISSN 2049-4416
Ye, Minxiang and Yang, Cheng and Stankovic, Vladimir and Stankovic, Lina and Kerr, Andrew (2016) A depth camera motion analysis framework for tele-rehabilitation : motion capture and person-centric kinematics analysis. IEEE Journal on Selected Topics in Signal Processing, 10 (5). pp. 877-887. ISSN 1932-4553
Murray, D. M. and Liao, J. and Stankovic, L. and Stankovic, V. (2016) Understanding usage patterns of electric kettle and energy saving potential. Applied Energy, 171. pp. 231-242. ISSN 0306-2619
Zhao, Bochao and Stankovic, Lina and Stankovic, Vladimir (2016) On a training-less solution for non-intrusive appliance load monitoring using graph signal processing. IEEE Access, 4. pp. 1784-1799.
Yang, Cheng and Kerr, Andrew and Stankovic, Vladimir and Stankovic, Lina and Rowe, Philip and Cheng, Samuel (2016) Human upper limb motion analysis for post-stroke impairment assessment using video analytics. IEEE Access, 4. pp. 650-659.
Fang, Yong and Stankovic, Vladimir and Cheng, Samuel and Yang, En-hui (2016) Hamming distance spectrum of DAC codes for equiprobable binary sources. IEEE Transactions on Communications, 64 (3). pp. 1232-1245. ISSN 0090-6778
Yang, Cheng and Ugbolue, Ukadike C. and Kerr, Andrew and Stankovic, Vladimir and Stankovic, Lina and Carse, Bruce and Kaliarntas, Konstantinos T. and Rowe, Philip J. (2016) Autonomous gait event detection with portable single-camera gait kinematics analysis system. Journal of Sensors, 2016. 5036857. ISSN 1687-7268
Altrabalsi, Hana and Stankovic, Vladimir and Liao, Jing and Stankovic, Lina (2016) Low-complexity energy disaggregation using appliance load modelling. AIMS Energy, 4 (1). pp. 884-905. ISSN 2333-8334
Chakareski, Jacob and Velisavljevic, Vladan and Stankovic, Vladimir (2015) View-popularity-driven joint source and channel coding of view and rate scalable multi-view video. IEEE Journal on Selected Topics in Signal Processing, 9 (3). 474 - 486. ISSN 1932-4553
Nazir, Sajid and Vukobratovic, Dejan and Stankovic, Vladimir and Andonovic, Ivan and Nybom, Kristian and Gronroos, Stefan (2015) Unequal error protection for data partitioned H.264/AVC video broadcasting. Multimedia Tools and Applications. ISSN 1380-7501
Smith, N. and Stankovic, V. and Riches, P.E. (2014) Accuracy of a visible spectrum single camera drill mounted tracking system for knee arthroplasty. Orthopaedic Proceedings, 96-B (16). ISSN 2049-4416
Yang, Cheng and Cheung, G. and Chan, K. and Stankovic, V. (2014) Sleep monitoring via depth video recording and analysis. IEEE International Conference on Multimedia and Expo Workshops (ICMEW). ISSN 1945-788X
Begovic, Bojana and Stankovic, Vladimir and Stankovic, Lina (2014) Dictionary learning for scalable sparse image representation with applications. Advances in Signal Processing, 2 (2). pp. 55-74. ISSN 2332-6883
Vukobratovic, Dejan and Khirallah, Chadi and Stankovic, Vladimir and Thompson, John (2014) Random network coding for multimedia delivery services in LTE/LTE-advanced. IEEE Transactions on Multimedia, 16 (1). pp. 277-282. ISSN 1520-9210
Chakareski, Jacob and Velisavljevic, Vladan and Stankovic, Vladimir (2013) User-action-driven view and rate scalable multiview video coding. IEEE Transactions on Image Processing, 22 (9). pp. 3473-3484. 6542763. ISSN 1057-7149
Nazir, Sajid and Stankovic, Vladimir and Attar, Hani and Stankovic, Lina and Cheng, Samuel (2013) Relay-assisted rateless layered multiple description video delivery. IEEE Journal on Selected Areas in Communications, 31 (8). pp. 1629-1637. ISSN 0733-8716
Zhu, Y and Cheng, Samuel and Stankovic, Vladimir and Stankovic, Lina (2013) Image registration using BP-SIFT. Journal of Visual Communication and Image Representation, 24 (4). pp. 448-457. ISSN 1047-3203
Stefanovic, Cedomir and Vukobratovic, Dejan and Stankovic, Vladimir and Fantacci, Romano (2013) Packet-centric approach to distributed sparse-graph coding in wireless ad-hoc networks. Ad Hoc Networks, 11 (1). pp. 167-181. ISSN 1570-8705
Stankovic, Vladimir and Stankovic, Lina and Wang, Shuang and Cheng, Samuel (2012) Distributed compression for condition monitoring of wind farms. IEEE Transactions on Sustainable Energy, 4 (1). pp. 174-181. ISSN 1949-3037
Vukobratovic, Dejan and Stankovic, Vladimir (2012) Multi-user video streaming using unequal error protection network coding in wireless networks. EURASIP Journal on Wireless Communications and Networking, 2012. 218. ISSN 1687-1472
Wang, S. and Cui, Lijuan and Cheng, Samuel and Stankovic, Lina and Stankovic, Vladimir (2012) Onboard low-complexity compression of solar stereo images. IEEE Transactions on Image Processing, 21 (6). 3114 - 3118. ISSN 1057-7149
Wang, S. and Cui, S and Stankovic, Lina and Stankovic, Vladimir and Cheng, Samuel (2012) Adaptive correlation estimation with particle filtering for distributed video coding. IEEE Transactions on Circuits and Systems for Video Technology, 22 (5). pp. 649-658. ISSN 1051-8215
Vukobratovic, Dejan and Stankovic, Vladimir (2012) Unequal error protection random linear coding strategies for erasure channels. IEEE Transactions on Communications, 60 (5). pp. 1243-1252. ISSN 0090-6778
Attar, Hani and Stankovic, Lina and Stankovic, Vladimir (2012) Cooperative network-coding system for wireless sensor networks. IET Communications, 6 (3). pp. 344-352. ISSN 1751-8628
Haidawati Binti Mohamad Nasir, H and Stankovic, Vladimir and Marshall, Stephen (2012) Singular value decomposition based fusion for super-resolution image reconstruction. Signal Processing: Image Communication, 27 (2). 180–191. ISSN 0923-5965
Nazir, Sajid and Stanković, Vladimir and Andonović, Ivan and Vukobratović, Dejan (2012) Application layer systematic network coding for sliced H.264/AVC video streaming. Advances in Multimedia, 2012. 916715.
Nazir, Sajid and Stanković, Vladimir and Vukobratović, Dejan and Andonović, Ivan (2012) Rate-adaptive selective segment assignment for reliable wireless video transmission. International Journal of Digital Multimedia Broadcasting, 2012. 160521. ISSN 1687-7586
Li, Li and Stankovic, Vladimir and Stankovic, Lina and Li, Lijie and Cheng, S. and Uttamchandani, Deepak (2011) Single pixel optical imaging using a scanning MEMS mirror. Journal of Micromechanics and Microengineering, 21 (2). 025022. ISSN 0960-1317
Uppal, M. and Liu, Z. and Stankovic, V. and Xiong, Z. (2009) Compress-forward coding with BPSK modulation for the half-duplex Gaussian relay channel. IEEE Transactions on Signal Processing, 57 (11). pp. 4467-4481. ISSN 1053-587X
Vukobratovic, D. and Stankovic, V. and Sejdinovic, D. and Stankovic, L. and Xiong, Z. (2009) Scalable video multicast using expanding window fountain codes. IEEE Transactions on Multimedia, 11 (6). pp. 1094-1104. ISSN 1520-9210
Khirallah, C. and Stankovic, V. and Stankovic, L. and Cheng, Samuel (2009) Multiterminal source coding for multiview images under wireless fading channels. Multimedia Tools and Applications, 48 (3). pp. 457-470. ISSN 1380-7501
Sun, Yong and Yang, Yang and Liveris, Angelos D. and Stankovic, Vladimir and Xiong, Zixiang (2009) Near-capacity dirty-paper code design : a source-channel coding approach. IEEE Transactions on Information Theory, 55 (7). pp. 3013-3031. ISSN 0018-9448
Uppal, Momin and Stankovic, Vladimir and Xiong, Zixiang (2009) Code designs for MIMO broadcast channels. IEEE Transactions on Communications, 57 (4). pp. 986-996. ISSN 0090-6778
Khirallah, C. and Stankovic, V. and Stankovic, L. and Yang, Y. and Xiong, Z.X. (2009) Compress-spread-forward with multiterminal source coding and complete complementary sequences. IEEE Transactions on Communications, 57 (4). pp. 884-887. ISSN 0090-6778
Wu, Y. and Stankovic, V. and Xiong, Z. and Kung, S. (2009) On practical design for joint distributed source and network coding. IEEE Transactions on Information Theory, 55 (4). pp. 1709-1720. ISSN 0018-9448
Stankovic, V. and Stankovic, L. (2009) Distributed source coding for multimedia : past, present and future. IEEE Multimedia Communications Technical Committee E-letter, 4 (2). pp. 14-15.
Yang, Y. and Stankovic, V. and Zhao, W. and Xiong, Z. (2009) Two-terminal video coding. IEEE Transactions on Image Processing, 18 (3). pp. 534-551. ISSN 1057-7149
Khirallah, Chadi and Stankovic, Vladimir and Stankovic, Lina and Yang, Yang and Xiong, Zixiang (2009) Bandwidth efficient multi-station wireless streaming based on complete complementary sequences. IEEE Transactions on Wireless Communications, 8 (2). pp. 552-556. ISSN 1536-1276
Cheng, S. and Stankovic, V. and Stankovic, L. (2009) An efficient spectrum sensing scheme for cognitive radio. IEEE Signal Processing Letters, 16 (6). pp. 501-504. ISSN 1070-9908
Yang, Y. and Stankovic, V. and Xiong, Z. and Zhao, W. (2008) On multiterminal source code design. IEEE Transactions on Information Theory, 54 (5). pp. 2278-2302. ISSN 0018-9448
Sun, Yong and Uppal, Momin and Liveris, Angelos D. and Cheng, Samuel and Stankovic, Vladimir and Xiong, Zixiang (2008) Nested turbo codes for the costa problem. IEEE Transactions on Communications, 56 (3). pp. 388-399. ISSN 0090-6778
Stankovic, V. and Yang, Y. and Xiong, Z. (2007) Distributed source coding for multimedia multicast over heterogeneous networks. IEEE Journal on Selected Topics in Signal Processing, 1 (2). pp. 220-230. ISSN 1932-4553
Xu, Q. and Stankovic, Vladimir M. and Xiong, Z. (2007) Wyner-Ziv video compression and fountain codes for receiver-driven layered multicast. IEEE Transactions on Circuits and Systems for Video Technology, 17 (7). pp. 901-906. ISSN 1051-8215
Yang, K. and Stankovic, Vladimir M. and Xiong, Z. and Wang, X. (2007) Multiuser resource allocation for video transmission over a chip-interleaved multicarrier system. Wireless Communications and Mobile Computing, 7 (2). pp. 143-158. ISSN 1530-8669
Stankovic, V. and Host-Madsen, A. and Xiong, Z. (2006) Cooperative diversity for wireless ad hoc networks. IEEE Signal Processing Magazine, 23 (5). pp. 37-49. ISSN 1053-5888
Stankovic, V. and Cheng, S. and Xiong, Z. (2006) On dualities in multiterminal coding problems. IEEE Transactions on Information Theory, 52 (1). pp. 307-315. ISSN 0018-9448
Xu, Q. and Stankovic, Vladimir M. and Xiong, Z. (2006) Layered Wyner-Ziv video coding for transmission over unreliable channels. Signal Processing, 86 (11). pp. 3112-3225. ISSN 0165-1684
Stankovic, V. and Liveris, A. and Xiong, Z. and Georghiades, C. (2006) On code design for the Slepian-Wolf problem and lossless multiterminal networks. IEEE Transactions on Information Theory, 52 (4). pp. 1495-1507. ISSN 0018-9448
Cheng, S. and Stankovic, Vladimir M. and Xiong, Z. (2005) Computing the channel capacity and rate-distortion function with two-sided state information. IEEE Transactions on Information Theory, 51 (12). pp. 4418-4425. ISSN 0018-9448
Hamzaoui, R. and Stankovic, Vladimir M. and Xiong, Z. (2005) Optimized error protection of scalable image bitstreams. IEEE Signal Processing Magazine, 22 (6). pp. 91-107. ISSN 1053-5888
Hamzaoui, R. and Stankovic, Vladimir M. and Xiong, Z. (2005) Fast algorithm for distortion-based error protection of embedded image codes. IEEE Transactions on Image Processing, 14 (10). pp. 1417-1421. ISSN 1057-7149
Stankovic, V. and Hamzaoui, R. and Xiong, Z. (2004) Efficient channel code rate selection algorithms for forward error correction of packetized multimedia bitstreams in varying channels. IEEE Transactions on Multimedia, 6 (2). pp. 240-248. ISSN 1520-9210
Stankovic, V. and Hamzaoui, R. and Xiong, Z. (2004) Real-time error protection of embedded codes for packet erasure and fading channels. IEEE Transactions on Circuits and Systems for Video Technology, 14 (8). pp. 1064-1072. ISSN 1051-8215
Stankovic, V. and Hamzaoui, R. and Saupe, D. (2003) Fast algorithm for rate-based optimal error protection of embedded codes. IEEE Transactions on Communications, 51 (11). pp. 1788-1795. ISSN 0090-6778
Stankovic, V. and Hamzaoui, R. and Charfi, Y. and Xiong, Z. (2003) Real-time unequal error protection algorithms for progressive image transmission. IEEE Journal on Selected Areas in Communications, 21 (10). pp. 1526-1535. ISSN 0733-8716
Charfi, Y. and Stankovic, Vladimir M. and Hamzaoui, R. and Haouari, A. and Saupe, D. (2002) Joint source-channel fractal image coding with unequal error protection. Optical Engineering, 41 (12). pp. 3168-3176. ISSN 0091-3286
Book Section
Dong, Jun and Zheng, Jinming and Stankovic, Lina and Stankovic, Vladimir; (2024) Semi-supervised graph-based non-intrusive load monitoring method combining transformer and graph Laplacian smoothing. In: 2024 IEEE 8th Conference on Energy Internet and Energy System Integration (EI2). IEEE Conference on Energy Internet and Energy System Integration (EI2) . IEEE, CHN. (In Press)
Jiang, Jiaxin and Stankovic, Vladimir and Stankovic, Lina and Murray, David and Pytharouli, Stella; (2024) Explainable AI for transparent seismic signal classification. In: 2024 IEEE International Geoscience and Remote Sensing Symposium. IEEE International Symposium on Geoscience and Remote Sensing (IGARSS) . IEEE, GRC, pp. 8801-8805. ISBN 9798350360325
Murray, David and Stankovic, Lina and Stankovic, Vladimir; (2024) Siamese unsupervised clustering for removing uncertainty in microseismic signal labelling. In: 2024 IEEE International Geoscience and Remote Sensing Symposium. IEEE International Symposium on Geoscience and Remote Sensing (IGARSS) . IEEE, GRC, pp. 8816-8820. ISBN 9798350360325
Sobot, Tamara and Murray, David and Stankovic, Vladimir and Stankovic, Lina and Shi, Peidong; (2024) An active learning framework for microseismic event detection. In: 2024 IEEE International Geoscience and Remote Sensing Symposium. IEEE International Symposium on Geoscience and Remote Sensing (IGARSS) . IEEE, GRC, pp. 493-497. ISBN 9798350360325
Batic, Djordje and Stankovic, Vladimir and Stankovic, Lina; (2024) ChargeDEM : geodemographic aware EV charging infrastructure placement for enhanced site selection using graph neural networks. In: 12th International Conference on Energy Efficiency in Domestic Appliances and Lighting (EEDAL’24). UNSPECIFIED, JPN. (In Press)
Mollel, Rachel Stephen and Elombo, Andreas and Stankovic, Lina and Stankovic, Vladimir and Hambata, Jona and Thiel, Gunther; (2024) Uncovering hidden demand flexibility using non-intrusive load monitoring (NILM) : a case for Southern Africa – Namibia. In: 12th International Conference on Energy Efficiency in Domestic Appliances and Lighting (EEDAL’24). UNSPECIFIED, JPN. (In Press)
Batic, Djordje and Tanoni, Giulia and Stankovic, Lina and Stankovic, Vladimir and Principi, Emanuele; (2023) Improving knowledge distillation for non-intrusive load monitoring through explainability guided learning. In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, Piscataway, NJ.. ISBN 9781728163277
Parasyris, A. and Stankovic, L. and Pytharouli, S. and Stankovic, V.; Anagnostou, Georgios and Benardos, Andreas and Marinos, Vassilis P., eds. (2023) Near surface full waveform inversion via deep learning for subsurface imaging. In: Expanding Underground - Knowledge and Passion to Make a Positive Impact on the World : Proceedings of the ITA-AITES World Tunnel Congress 2023 (WTC 2023), 12-18 May 2023, Athens, Greece. CRC Press, GRC, pp. 2829-2836. ISBN 9781003348030
Vavouris, Apostolos and Stankovic, Lina and Stankovic, Vladimir and Shi, Jiufeng; (2022) Benefits of three-phase metering for load disaggregation. In: Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. BuildSys '22 . Association for Computing Machinery (ACM), New York, NY, USA, pp. 393-397. ISBN 9781450398909
Mollel, Rachel Stephen and Stankovic, Lina and Stankovic, Vladimir; (2022) Using explainability tools to inform NILM algorithm performance : a decision tree approach. In: Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. BuildSys '22 . Association for Computing Machinery (ACM), USA, pp. 368-372. ISBN 9781450398909
Stankovic, Vladimir and Stankovic, Lina; (2022) Embedding climate change goals in engineering curricula. In: Proceedings of the 8th International Symposium for Engineering Education. University of Strathclyde, Glasgow. ISBN 9781914241208
Todic, Tamara and Stankovic, Lina and Stankovic, Vladimir and Shi, Jiufeng; (2022) Quantification of dairy farm energy consumption to support the transition to sustainable farming. In: 2022 IEEE International Conference on Smart Computing (SMARTCOMP). IEEE Conference on Smart Computing (SMARTCOMP) . IEEE, FIN, pp. 368-373. ISBN 9781665481526
Yang, Cheng and Wang, Fen and Ye, Minxiang and Zhai, Guangtao and Zhang, Xiao-Ping and Stankovic, Vladimir and Stankovic, Lina; (2022) Model selection-inspired coefficients optimization for polynomial-kernel graph learning. In: 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) . IEEE, JPN. ISBN 978-988-14768-9-0
Ye, Minxiang and Stankovic, Vladimir and Stankovic, Lina and Lulic, Srdjan and Anderla, Andras and Sladojevic, Srdjan; (2021) Feature selection and extraction in sequence labeling for arrhythmia detection. In: 2021 International Balkan Conference on Communications and Networking (BalkanCom). IEEE, SRB. ISBN 978-1-6654-0258-3
Dong, Jun and Stankovic, Vladimir and Davidson, Nigel; (2021) Target detection and recognition of ground penetrating radar using morphological image analysis and graph laplacian regularisation. In: 2021 Sensor Signal Processing for Defence Conference (SSPD). IEEE, GBR. ISBN 978-1-6654-3314-3
Alinaghi, Atiyeh and Weiss, Stephan and Stankovic, Vladimir and Proudler, Ian; (2021) Graph filter design for distributed network processing : a comparison between adaptive algorithms. In: 2021 Sensor Signal Processing for Defence Conference (SSPD). IEEE, GBR. ISBN 9781665433150
Proudler, Ian K. and Stankovic, Vladimir and Weiss, Stephan; (2020) Narrowband angle of arrival estimation exploiting graph topology and graph signals. In: 2020 Sensor Signal Processing for Defence Conference (SSPD). IEEE, GBR. ISBN 9781728138114
Khazaei, M. and Stankovic, L. and Stankovic, V.; Sharma, Dinesh, ed. (2019) Trends and challenges in smart metering analytics. In: Review of Business and Technology Research (RBTR). Review of Business and Technology Research, 16 (2). Modern Technology and Management, Inc. USA, MUS, pp. 111-117.
Cosovic, M. and Devaja, T. and Bajovic, D. and Machaj, J. and McCutcheon, G. and Stankovic, V. and Stankovic, L. and Vukobratovic, D.; Perkovic, Toni and Vukojevic, Katarina and Rodrigues, Joel J.P.C. and Rodrigues, Joel J.P.C. and Nizetic, Sandro and Patrono, Luigi and Solic, Petar, eds. (2019) Distributed intelligent illumination control in the context of probabilistic graphical models. In: 2019 4th International Conference on Smart and Sustainable Technologies, SpliTech 2019. IEEE, HRV. ISBN 978-953-290-091-0
He, Kanghang and Yang, Cheng and Stankovic, Vladimir and Stankovic, Lina; (2017) Graph-based clustering for identifying region of interest in eye tracker data analysis. In: 2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP). IEEE, GBR. ISBN 9781509036509
Zhao, Bochao and Stankovic, Lina and Stankovic, Vladimir; (2016) Blind non-intrusive appliance load monitoring using graph-based signal processing. In: 2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015. Institute of Electrical and Electronics Engineers Inc., USA, pp. 68-72. ISBN 9781479975914
Ye, Minxiang and Yang, Cheng and Stankovic, Vladimir and Stankovic, Lina and Kerr, Andrew; (2015) Gait analysis using a single depth camera. In: 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP). IEEE, USA, pp. 285-289. ISBN 9781479975914
Ye, Minxiang and Yang, Cheng and Stankovic, Vladimir and Stankovic, Lina and Kerr, Andrew; Murino, Vittorio and Puppo, Enrico and Sona, Diego and Cristani, Marco and Sansone, Carlo, eds. (2015) Kinematics analysis multimedia system for rehabilitation. In: New Trends in Image Analysis and Processing - ICIAP 2015 Workshops. Lecture Notes in Computer Science, 9281 . Springer, ITA, pp. 571-579. ISBN 9783319232218
Elafoudi, Georgia and Stankovic, Vladimir and Stankovic, Lina and Pappusetti, Deepti and Kalva, Hari; Murino, Vittorio and Puppo, Enrico and Sona, Diego and Cristani, Marco and Sansone, Carlo, eds. (2015) Evaluation of signal processing methods for attention assessment in visual content interaction. In: New Trends in Image Analysis and Processing - ICIAP 2015 Workshops. Lecture Notes in Computer Science, 9281 . Springer, ITA, pp. 580-588. ISBN 9783319232218
Murray, David and Liao, Jing and Stankovic, Lina and Stankovic, Vladimir and Hauxwell-Baldwin, Richard and Wilson, Charlie and Coleman, Michael and Kane, Tom and Firth, Steven; (2015) A data management platform for personalised real-time energy feedback. In: Procededings of the 8th International Conference on Energy Efficiency in Domestic Appliances and Lighting. IET, GBR.
Kane, Tom and Cockbill, Stuart and May, Andrew and Mitchell, Val and Wilson, Charlie and Dimitriou, Vanda and Liao, Jing and Murray, David and Stankovic, Vladimir and Stankovic, Lina and Fouchal, Farid and Hassan, Tarik and Firth, Steven; Lindström, Therese Laitinen, ed. (2015) Supporting retrofit decisions using smart metering data : a multi-disciplinary approach. In: ECEEE 2015 Summer Study on Energy Efficiency. ECEEE Proceedings . ECEEE, GBR, pp. 1003-1008. ISBN 9789198048278
Wilson, Charlie and Stankovic, Lina and Stankovic, Vladimir and Liao, Jing and Coleman, Michael and Hauxwell-Baldwin, Richard and Kane, Tom and Firth, Steven and Hassan, Tarek; Lindström, Therese Laitinen, ed. (2015) Identifying the time profile of everyday activities in the home using smart meter data. In: Eceee Summer Study proceedings. ECEEE, GBR, pp. 933-946. ISBN 978-91-980482-6-1
Stankovic, Vladimir and Liao, Jing and Stankovic, Lina; (2014) A graph-based signal processing approach for low-rate energy disaggregation. In: 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions (CIES) Proceedings. UNSPECIFIED, USA, pp. 81-87. ISBN 9781479945108
Altrabalsi, Hana and Liao, Jing and Stankovic, Lina and Stankovic, Vladimir; (2014) A low-complexity energy disaggregation method : performance and robustness. In: 2014 IEEE Symposium on Computational Intelligence Applications in Smart Grid (CIASG). IEEE, USA, pp. 1-8.
Chakareski, Jacob and Velisavljevic, Vladan and Stankovic, Vladimir; (2014) Joint source and channel coding of view and rate scalable multi-view video. In: 2014 IEEE International Conference on Image Processing (ICIP). IEEE, FRA, 2472 - 2476. ISBN 9781479957514
Yang, Cheng and Kerr, Andy and Stankovic, Vladimir and Stankovic, Lina and Rowe, Philip; (2014) Upper limb movement analysis via marker tracking with a single-camera system. In: 2014 IEEE International Conference on Image Processing (ICIP). IEEE, FRA, 2285 - 2289. ISBN 9781479957514
Yang, Cheng and Mao, Yu and Cheung, Gene and Stankovic, V. and Chan, K.; (2014) Graph-based depth video denoising and event detection for sleep monitoring. In: 2014 IEEE 16th International Workshop on Multimedia Signal Processing (MMSP). IEEE, IDN. ISBN 9781479958962
Liao, Jing and Stankovic, Lina and Stankovic, Vladimir; (2014) Detecting household activity patterns from smart meter data. In: 10th International Conference on Intelligent Environments, IE'14. IEEE, Piscataway, NJ, United States.
Liao, Jing and Elafoudi, Georgia and Stankovic, Lina and Stankovic, Vladimir; (2014) Disaggregation for low sampling rate data. In: 2nd International Workshop on Non-Intrusive Load Monitoring. UNSPECIFIED, USA.
Elafoudi, Georgia and Stankovic, Lina and Stankovic, Vladimir; (2014) Power disaggregation of domestic smart meter readings using dynamic time warping. In: 6th International Symposium on Communications, Control and Signal Processing (ISCCSP), 2014. IEEE.
Yang, Cheng and Ugbolue, Ukadike and Carse, Bruce and Stankovic, Vladimir and Stankovic, Lina and Rowe, Philip; (2013) Multiple marker tracking in a single-camera system for gait analysis. In: 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. IEEE, GBR, pp. 3128-3131. ISBN 9781479923410
Begovic, B. and Stankovic, V. and Stankovic, L.; (2011) Contrast enhancement and denoising of Poisson and Gaussian mixture noise for solar images. In: Proceedings of the 18th IEEE International Conference on Image Processing (ICIP). IEEE, BEL, pp. 185-188. ISBN 9781457713040
Stankovic, L. and Stankovic, V. and Cheng, S.; (2011) Distributed compression : overview of current and emerging multimedia applications. In: Proceedings of the 18th IEEE International Conference on Image Processing (ICIP). IEEE, BEL, pp. 1801-1804. ISBN 9781457713040
Nazir, S. and Stankovic, V. and Vukobratovic, D.; (2011) Expanding window random linear codes for data partitioned H.264 video transmission over DVB-H network. In: Proceedings of the 18th IEEE International Conference on Image Processing (ICIP). IEEE, BEL, pp. 2205-2208. ISBN 9781457713040
Stankovic, V. and Stankovic, L. and Cheng, S.; (2011) Scalable compressive video. In: Proceedings of the 18th IEEE International Conference on Image Processing (ICIP). IEEE, New York, pp. 921-924. ISBN 9781457713040
Rashvand, H. and Khirallah, C. and Stankovic, V. and Stankovic, L.; Obaidat, Mohammad S. and Misra, Sudip, eds. (2011) Cooperative network coding. In: Cooperative Networking. Wiley, West Sussex, pp. 191-216. ISBN 9780470749159
Stankovic, L. and Stankovic, V. and Wang, S. and Cheng, S.; (2011) Correlation estimation with particle-based belief propagation for distributed video coding. In: 2011 IEEE international conference on acoustics, speech and signal processing. International Conference on Acoustics Speech and Signal Processing ICASSP . IEEE, CZE, pp. 1505-1508. ISBN 9781457705397
Zhang, G. C. and Li, L. and Stankovic, V. and Stankovic, L. and Uttamchandani, D.; (2011) Optical MEMS image enhancement with sparse signal representation. In: 2011 IEEE International conference on acoustics, speech and signal processing. IEEE, CZE, pp. 1109-1112. ISBN 9781457705397
Nazir, S. and Vukobratovic, D. and Stankovic, V.; (2011) Performance evaluation of raptor and random linear codes for H.264/AVC video transmission over DVB-H networks. In: 2011 IEEE International conference on acoustics,speech and signal processing. IEEE, pp. 2328-2331. ISBN 9781457705397
Nazir, S. and Stankovic, V. and Vukobratovic, D.; (2011) Unequal error protection for data partitioned H.264/AVC video streaming with raptor and random linear codes for DVB-H networks. In: 2011 IEEE International conference on multimedia and expo (ICME). IEEE International Conference on Multimedia and Expo . IEEE, New York. ISBN 9781612843490
Stefanovic, C. and Vukobratovic, D. and Stankovic, V.; (2009) On distributed lDGM and lDPC code design for networked systems. In: 2009 IEEE Information Theory Workshop. ITW 2009. IEEE. IEEE, pp. 208-212. ISBN 978-1-4244-4982-8
Stankovic, V. and Stankovic, L. and Cheng, S.; (2009) Compressive image sampling with side information. In: Image processing (ICIP) 2009. IEEE, EGY, pp. 3037-3040. ISBN 9781424456536
Vukobratovic, D. and Stankovic, Vladimir M. and Sjedinovic, D. and Stankovic, L. and Xiong, Z.; (2009) Expanding window fountain codes for scalable video multicast. In: Proceedings of the IEEE International Conference on Multimedia and Expo (2008). IEEE, pp. 77-80. ISBN 978-1-4244-2570-9
Stefanovic, C. and Stankovic, Vladimir and Stojakovic, M. and Vukobratovic, Dejan; (2009) Raptor packets: a packet-centric approach to distributed raptor code design. In: Information Theory, 2009. ISIT 2009. IEEE International Symposium on. IEEE, pp. 2336-2340. ISBN 978-1-4244-4312-3
Khirallah, C. and Stankovic, Vladimir M. and Stankovic, L. and Cheng, S.; (2009) Stereo image transmission over fading channels with multiterminal source coding. In: IEEE International Conference on Communications, 2009. IEEE, pp. 3872-3876. ISBN 978-1-4244-3435-0
Cheng, S. and Stankovic, Vladimir M. and Stankovic, L.; (2009) Improved SIFT-based image registration using belief propagation. In: IEEE International Conference on Acoustics, Speech and Signal Processing, 2009. IEEE, pp. 2909-2912. ISBN 978-1-4244-2353-8
Stankovic, V. and Stankovic, L. and Cheng, S.; (2009) Compressive video sampling. In: Proceedings of the 16th IEEE international conference on Image processing. IEEE, Piscataway, N.J., pp. 3001-3004. ISBN 978-1-4244-5653-6
Nelson, C. and Stankovic, L. and Stankovic, Vladimir M. and Cheng, S.; (2008) Performance analysis of PUM codes. In: 5th International Symposium on Turbo Codes and Related Topics. IEEE, pp. 260-265. ISBN 978-1-4244-2862-5
Stankovic, V. and Host-Madsen, A. and Xiong, Z.; Ibnkahla, Mohamed, ed. (2008) Cooperative diversity: capacity bounds and code designs. In: Adaptive Signal Processing in Wireless Communications. Adaptation in Wireless Communications . CRC Press. ISBN 9781420046014
Stankovic, V. and Stankovic, L. and Cheng, S.; (2008) Compressive sampling of binary images. In: Congress on Image and Signal Processing, 2008. CISP '08. IEEE, Piscataway, N.J., pp. 7-11. ISBN 978-0-7695-3119-9
Liu, Qu and Khirallah, C. and Stankovic, L. and Stankovic, Vladimir M.; (2008) Image-in-image hiding using complete complementary sequences. In: IEEE International Conference on Multimedia and Expo (ICME 2008). IEEE, pp. 249-252. ISBN 978-1-4244-2570-9
Khirallah, C. and Stankovic, Vladimir M. and Stankovic, L.; (2008) Network spread coding. In: Proceedings of the Fourth Workshop on Network Coding, Theory and Applications, 2008. NetCod 2008. IEEE, pp. 19-24. ISBN 978-1-4244-1689-9
Meyer, Holly and Higbee, Katy and Stankovic, L. and Stankovic, Vladimir M.; (2008) A HE curriculum for teaching and learning ethical issues arising from pervasive communications. In: EE2008 – the International Conference on Innovation, Good Practice and Research in Engineering Education conference proceedings. Engineering Education. ISBN 9781904804659
Oletu, Grace and Pengfei, Fan and Stankovic, L. and Stankovic, Vladimir; (2007) Wireless video distribution to handheld devices. In: Packet Video 2007. IEEE, CHE, pp. 363-369. ISBN 9781424409815
Hamzaoui, R. and Stankovic, Vladimir M. and Xiong, Z.; Chou, Philip A. and van der Schaar, Mihaela, eds. (2007) Forward error control for packet loss and corruption. In: Multimedia over IP and wireless networks. Academic Press, pp. 271-291. ISBN 9780120884803
Hamzaoui, R. and Stankovic, Vladimir M. and Xiong, Z. and Ramchandran, K. and Puri, R. and Majumdar, A. and Chou, J.; Chou, Philip and van der Schaar, Mihaela, eds. (2007) Channel protection fundamentals. In: Multimedia over IP and Wireless Networks: Compression, Networking, and Systems. Academic Press, pp. 187-228. ISBN 0120884801
Stankovic, V.; (2006) Near-capacity dirty-paper code designs based on TCQ and IRA codes. In: Proceedings of the International Symposium on Information Theory. ISIT 2005. IEEE, pp. 184-188. ISBN 0-7803-9151-9
Stankovic, V. and Yang, Yang and Xiong, Zixiang; (2006) Video multicast over heterogeneous networks based on distributed source coding principles. In: 2006 IEEE international conference on image processing, ICIP 2006, proceedings. IEEE International Conference on Image Processing (ICIP) . IEEE, USA, pp. 733-736. ISBN 9781424404810
Liu, Z.X and Stankovic, V. and Xiong, Z.X.; (2005) Wyner-Ziv coding for the half-duplex relay channel. In: 2005 IEEE International conference on acoustics, speech and signal processing, volumes 1-5. International Conference on Acoustics Speech and Signal Processing ICASSP . IEEE, USA, pp. 1113-1116. ISBN 0780388747
Conference or Workshop Item
Murray, David and Stankovic, Lina and Pytharouli, Stella and Stankovic, Vladimir (2023) Semi-supervised seismic event detection using Siamese Networks. In: EGU General Assembly 2023, 2023-04-23 - 2023-04-28.
Mollel, Rachel Stephen and Stankovic, Lina and Stankovic, Vladimir (2022) Using explainability tools to inform non-intrusive load monitoring algorithm performance : a decision tree approach. In: Supergen Energy Networks Hub Conference, 2022-11-23 - 2022-11-24, St Davids Hotel, Cardiff Bay.
Stankovic, Vladimir and Stankovic, Lina (2022) Embedding climate change goals in engineering curricula. In: International Symposium of Engineering Education (ISEE) 2022, 2022-09-01 - 2022-09-02, University of Strathclyde.
Murray, David and Stankovic, Lina and Stankovic, Vladimir (2021) Transparent AI : explainability of deep learning based load disaggregation. In: The 1st ACM SIGEnergy Workshop of Fair, Accountable, Transparent, and Ethical AI for Smart Environments and Energy Systems, 2021-11-17 - 2021-11-18.
Li, Dandan and Li, Jiangfeng and Zeng, Xin and Stankovic, Vladimir and Stankovic, Lina and Shi, Qingjiang (2021) Non-intrusive load monitoring for multi-objects in smart building. In: Fourth International Balkan Conference on Communications and Networking, 2021-09-20 - 2021-09-22.
Parastatidis, Emmanouil and Pytharouli, Stella and Stankovic, Lina and Stankovic, Vladimir and Shi, Peidong (2021) Minimising the computational time of a waveform based location algorithm. In: EGU General Assembly 2021, 2021-04-19 - 2021-04-30.
Jiang, Jiaxin and Stankovic, Lina and Stankovic, Vladimir and Pytharouli, Stella (2020) Automatic detection and classification of microseismic events from Super-Sauze landslide using convolutional neural networks. In: AGU Fall Meeting 2020, 2020-12-01 - 2020-12-17, Online Everywhere.
Khazaei, Mohammad and Stankovic, Lina and Stankovic, Vladimir (2020) Evaluation of low-complexity supervised and unsupervised NILM methods and pre-processing for detection of multistate white goods. In: 5th International Workshop on Non Intrusive Load Monitoring, 2020-11-18 - 2020-11-18, Virtual.
Murray, David and Stankovic, Lina and Stankovic, Vladimir (2020) Explainable NILM Networks. In: 5th International Workshop on Non Intrusive Load Monitoring, 2020-11-18 - 2020-11-18, Virtual.
Li, J. and Stankovic, L. and Pytharouli, S. and Stankovic, V. (2020) High-accuracy real-time microseismic analysis platform : case study based on the super-sauze mud-based landslide. In: Geoconvention, 2020-08-31 - 2020-09-02.
Li, Jiangfeng and Yang, Cheng and Stankovic, Vladimir and Stankovic, Lina and Pytharouli, Stella (2020) Graph-based micro-seismic signal classification with an optimised feature space. In: 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020-07-19 - 2020-07-24.
Herrero-Bermello, Alaine and Li, Jiangfeng and Khazaei, Mohammad and Grinberg, Yuri and Villafranca-Velasco, Aitor and Vachon, Martin and Cheben, Pavel and Stankovic, Lina and Stankovic, Vladimir and Xu, Dan-Xia and Schmid, Jens H. and Alonso-Ramos, Carlos A. (2020) Smart on-chip Fourier-transform spectrometers harnessing machine learning algorithms. In: SPIE Photonics West OPTO, 2020-02-01 - 2020-02-06.
Noman, Mohammed and Stankovic, Vladimir and Tawfik, Ayman (2019) Object detection techniques : overview and performance comparison. In: 2019 IEEE International Symposium on Signal Processing and Information Technology, 2019-12-10 - 2019-12-12, Ajman University Conference Center. (In Press)
Petkovic, Milica and Bajovic, Dragana and Vukobratovic, Dejan and McCutcheon, Graeme and Stankovic, Lina and Stankovic, Vladimir (2019) Effect of external daylight in smart dimmable LED lighting systems. In: Wireless and Optical Communication Conference, 2019-05-09 - 2019-05-10.
Ye, Minxiang and Stankovic, Vladimir and Stankovic, Lina and Cheung, Gene (2019) Deep graph regularized learning for binary classification. In: 2019 International Conference on Acoustics, Speech, and Signal Processing, 2019-05-12 - 2019-05-17.
Rashid, Haroon and Stankovic, Vladimir and Stankovic, Lina and Singh, Pushpendra (2019) Evaluation of non-intrusive load monitoring algorithms for appliance-level anomaly detection. In: 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2019-05-12 - 2019-05-17, Brighton Conference Centre.
Ali Khan, Fadia and Ahmed, Jameel and Ahmad, Jawad and Khan, Jan Sher and Ahmad, Fawad and Stankovic, Vladimir and Larijani, Hadi (2019) A novel chaos-based partial image encryption scheme using Lifting Wavelet Transform. In: The First International Nonlinear Dynamics Conference, 2019-02-17 - 2019-02-20, Sapienza University of Rome.
Murray, David and Stankovic, Lina and Stankovic, Vladimir and Lulic, Srdjan and Sladojevic, Srdjan (2019) Transferability of neural networks approaches for low-rate energy disaggregation. In: 2019 International Conference on Acoustics, Speech, and Signal Processing, 2019-05-12 - 2019-05-17. (In Press)
Yang, Cheng and Cheung, Gene and Stankovic, Vladimir (2018) Alternating binary classifier and graph learning from partial labels. In: Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2018, 2018-11-12 - 2018-11-15.
Ali Khan, Fadia and Ahmed, Jameel and Ahmad, Jawad and Khan, Jan Sher and Stankovic, Vladimir (2018) Intertwining and NCA maps based new image encryption scheme. In: IEEE International Conference on Computing, Electronics & Communications Engineering, 2018-08-16 - 2018-08-17, University of Essex.
Cosovic, Mirsad and Vukobratovic, Dejan and Stankovic, Vladimir (2018) Linear state estimation via 5G C-RAN cellular networks using Gaussian belief propagation. In: IEEE Wireless Communications and Networking Conference, 2018-04-15 - 2018-04-18.
Zhao, Bochao and Stankovic, Lina and Stankovic, Vladimir (2018) Electricity usage profile disaggregation of hourly smart meter data. In: 4th International Workshop on Non-Intrusive Load Monitoring, 2018-03-07 - 2018-03-08.
He, Kanghang and Jakovetic, Dusan and Stankovic, Vladimir and Stankovic, Lina (2018) Post-processing for event-based non-intrusive load monitoring. In: 4th International Workshop on Non-Intrusive Load Monitoring, 2018-03-07 - 2018-03-08.
Ye, Minxiang and Yang, Cheng and Stankovic, Vladimir and Stankovic, Lina and Cheng, Samuel (2017) Gait phase classification for in-home gait assessment. In: IEEE International Conference on Multimedia and Expo, 2017-07-10 - 2017-07-14, Harbour Grand Kowloon hotel.
Stankovic, Lina and Stankovic, Vladimir and Murray, David and Liao, Jing (2016) Energy feedback enabled by load disaggregation. In: 1st Energy Feedback Symposium, 2016-07-04 - 2016-07-05, University of Edinburgh.
Zhao, Bochao and Stankovic, Lina and Stankovic, Vladimir (2015) Blind non-intrusive appliance load monitoring using graph-based signal processing. In: GLOBALSIP-2015, 2015-12-14 - 2015-12-16, FL.
Murray, David and Liao, Jing and Stankovic, Lina and Stankovic, Vladimir (2015) How to make efficient use of kettles : understanding usage patterns. In: 8th International Conference on Energy Efficiency in Domestic Appliances and Lighting, 2015-08-26 - 2015-08-28, Switzerland.
Stankovic, Lina and Wilson, Charlie and Liao, Jing and Stankovic, Vladimir and Hauxwell-Baldwin, Richard and Murray, David and Coleman, Mike (2015) Understanding domestic appliance use through their linkages to common activities. In: 8th International Conference on Energy Efficiency in Domestic Appliances and Lighting, 2015-08-26 - 2015-08-28, Switzerland.
Smith, Nicholas and Stankovic, Vladimir and Riches, Philip (2015) Augmented reality : showing the way in orthopaedic surgery. In: The 25th Congress of the International Society of Biomechanics (ISB 2015), 2015-07-12 - 2015-07-16, The Scottish Exhibition and Conference Centre (SECC).
Yang, Cheng and Cheung, Gene and Stankovic, Vladimir (2015) Estimating heart rate via depth video motion tracking. In: ICME-2015, 2015-06-29 - 2015-07-03, Italy.
Hargreaves, Tom and Hauxwell-Baldwin, Richard and Coleman, Mike and Wilson, Charlie and Stankovic, Lina and Stankovic, Vladimir and Liao, Jing and Murray, David and Kane, Tom and Hassan, Tarik and Firth, Steven (2015) Smart homes, control and energy management : how do smart home technologies influence control over energy use and domestic life? In: ECEEE-2015, 2015-06-01 - 2015-06-06, France.
Liao, Jing and Elafoudi, G. and Stankovic, L. and Stankovic, V. (2014) Non-intrusive appliance load monitoring using low-resolution smart meter data. In: IEEE International Conference on Smart Grid Communications, 2014-11-03 - 2014-11-06.
Yang, C. and Kerr, A. and Stankovic, V. and Stankovic, L. and Rowe, P. (2014) Arm movement analysis via marker tracking with a single-camera system. In: 7th World Congress of Biomechanics, 2014-07-06 - 2014-07-11, John B. Hynes Veterans Memorial Convention Center.
Murray, D. and Zhao, B. and Elafoudi, G. and Liao, J. and Stankovic, L. and Stankovic, V. (2014) Combined network coding and paillier homomorphic encryption for ensuring consumer data privacy in smart grid networks. In: Algebra, Codes and Networks 2014, 2014-06-16 - 2014-06-20.
Seeam, Amar Kumar and Liao, Jing and Stankovic, Lina and Stankovic, Vladimir (2013) Improving energy efficiency with smart home appliance decision support tools. In: 7th International Conference on Energy Efficiency in Domestic Appliances and Lighting (EEDAL), 2013-09-11 - 2013-09-13, Coimbra.
Haidawati Binti Mohamad Nasir, H and Stankovic, Vladimir and Marshall, Stephen (2010) Image registration for super resolution using scale invariant feature transform, belief propagation and random sampling consensus. In: The 18th European Signal Processing Conference (EUSIPCO-2010), 2010-08-23 - 2010-08-27.
Li, L. and Mirza, M.A. and Stankovic, V. and Li, Lijie and Stankovic, Lina and Uttamchandani, D.G. and Cheng, S. (2009) Optical imaging with scanning MEMS mirror : a single photodetector approach. In: IEEE International Conference on Image Processing, 2009-11-07 - 2009-11-10.
Stankovic, V. and Stankovic, L. and Cheng, S. (2009) Compressive image sampling with side information. In: International Conference on Image Processing, Nov 2009, 1900-01-01. (In Press)
Attar, H.H. and Stankovic, L. and Stankovic, V. and Khirallah, C. (2009) Physical layer multi-source packet network coding with PUM turbo codes. In: 3rd Mosharaka International Conference on Communications, Signals and Coding, 2009-11-19 - 2009-11-21. (Unpublished)
Attar, Hani Hasan and Stankovic, L. and Stankovic, Vladimir M. (2009) Physical-layer network coding based on PUM turbo codes. In: 3rd Mosharaka International Conference on Communications, Signals and Coding, 2009-11-19 - 2009-11-21. (Unpublished)
Stefanovic, C. and Vukobratovic, D. and Bajic, D. and Stankovic, Vladimir M. (2009) Blind time-period synchronization for lDPC convolutionally coded transmission. In: 17th European Signal Processing Conference, 2009-08-24 - 2009-08-28.
Stankovic, V. and Stankovic, L. and Cheng, S. (2009) Sparse signal recovery with side information. In: 17th European Signal Processing Conference, 2009-08-24 - 2009-08-28. (Unpublished)
Attar, H.H. and Khirallah, C. and Stankovic, L. and Stankovic, V. (2009) Physical layer multi-source network coding using PUM turbo codes. In: 10th International Symposium on Communication Theory and Applications, July 2009, 1900-01-01.
Khirallah, C. and Stankovic, L. and Stankovic, Vladimir M. (2008) Multi-session network spread coding. In: 16th European Signal Processing Conference, 2008-08-25 - 2008-08-29. (Unpublished)
Khirallah, C. and Stankovic, Vladimir M. and Stankovic, L. (2008) Robust multi-server streaming over multipath fading channels. In: IEEE ICTTA 2008 3rd International Conference on Information and Communication Technologies: From Theory to Applications, 2008-04-07 - 2008-04-11. (Unpublished)
Liu, Z. and Uppal, M. and Stankovic, Vladimir M. and Xiong, Z. (2008) Compress-forward coding with B-PSK modulation for the half-duplex Gaussian relay channel. In: IEEE International Symposium on Information Theory, 1900-01-01.
Khirallah, Chadi and Stankovic, Vladimir and Stankovic, L. and Yang, Yang and Xiong, Zixiang (2007) Distributed video streaming using complete complementary sequences. In: Picture coding symposium, 2007-11-07 - 2007-11-09.
Cheng, S. and Stankovic, V. and Stankovic, Lina (2007) Bandwidth optimized wireless distribution streaming from multiple terminals. In: 45th Annual Allerton Conference on Communications, Control and Computing, 2007-09-01 - 2007-09-01.
Stankovic, V. and Stankovic, Lina and Moinian, A. and Cheng, S. (2007) Wireless full-duplex communications based on network coding. In: 45th Annual Allerton Conference on Communications, Control and Computing, 2007-09-01 - 2007-09-01.
Stankovic, V. and Yang, Yang and Xiong, Zixiang (2007) Efficient multimedia multicast using distributed source coding. In: IEEE International Conference on Communications 2007, 2007-06-24 - 2007-06-28, Scottish Exhibition & Conference Centre (SECC).
Yang, Yang and Stankovic, V. and Xiong, Zixiang (2007) Image encryption and data hiding : duality and code design. In: 2007 IEEE Information Theory Workshop, 2007-09-02 - 2007-09-06.
Stankovic, V. (2007) Multi-terminal video coding. In: 2007 14th IEEE International Conference on Image Processing, 2007-09-16 - 2007-09-19, Hyatt Regency San Antonio.
Stankovic, V. (2007) Two-way video communication based on network coding. In: 2007 14th IEEE International Conference on Image Processing, 2007-09-16 - 2007-09-19, Hyatt Regency San Antonio.
Stankovic, V. and Host-Madsen, A. and Xiong, Z. (2006) Code design for transmitter cooperation. In: The MSRI Workshop on Mathematics and Cooperation in Communication Networks, 2006-04-01 - 2006-04-01.
Uppal, M. and Liu, Zhixin and Stankovic, V. and Host-madsen, Anders and Xiong, Zixiang (2006) Capacity bounds and code designs for cooperative diversity. In: UNSPECIFIED.
Xu, Q. and Stankovic, V. and Xiong, Z.X. (2005) Layered Wyner-Ziv video coding for transmission over unreliable channels. In: Conference on Visual Communications and Image Processing 2005, 2005-07-12 - 2005-07-15.
Xu, Qian and Stankovic, Vladimir M. and Xiong, Zixiang (2005) Distributed joint source-channel coding of video using raptor codes. In: 2005 IEEE Data Compression Conference, 2005-03-29 - 2005-03-31.
Liu, Z. and Stankovic, V. and Xiong, Z. (2005) Practical compress-forward code design for the half-duplex relay channel. In: 2005 Conference on Information Sciences and Systems, 2005-03-16 - 2005-03-18.
Yang, Yang and Stankovic, V. and Xiong, Zixiang and Zhao, Wei (2004) Multi-terminal source code design based on slepian-Wolf coded quantization. In: Allerton’04, 2004-10-01 - 2004-10-01.
Stankovic, V. and Liveris, A.D and Xiong, Z.X. and Georghiades, C.N. (2004) Code design for lossless multiterminal networks. In: IEEE International Symposium on Information Theory, 2004-06-27 - 2004-07-02.
Stankovic, V. and Liveris, A.D and Xiong, Z.X. and Georghiades, C.N. (2004) Design of Slepian-Wolf codes by channel code partitioning. In: Data Compression Conference (DCC 2004), 2004-03-23 - 2004-03-25.
Stankovic, V. and Xiong, Z.X. (2004) Packet erasure protection for multicasting. In: Data Compression Conference (DCC 2004), 2004-03-23 - 2004-03-25.
Stankovic, V. (2004) Source-channel coding for algebraic multiterminal binning. In: UNSPECIFIED.
Stankovic, V. and Hamzaoui, R. and Saupe, D. (2003) Influence of channel fluctuations on optimal real-time scalable image transmission. In: IEEE International Conference on Image Processing, 2003-09-14 - 2003-09-17.
Stankovic, V. and Hamzaoui, R. and Xiong, Z.X. (2003) Product code error protection of packetized multimedia bitstreams. In: IEEE International Conference on Image Processing, 2003-09-14 - 2003-09-17.
Stankovic, V. and Hamzaoui, R. and Xiong, Z.X. (2003) Fast forward error protection of packetized multimedia bitstreams for transmission over varying channels. In: IEEE International Conference on Communications (ICC), 2003-05-11 - 2003-05-15.
Stankovic, V. and Charfi, Y. and Hamzaoui, R. and Xiong, Z.X. (2003) Real-time unequal error protection for distortion-optimal progressive image transmission. In: IEEE Wireless Communications and Networking Conference, 2003-03-16 - 2003-03-20.
Stankovic, V. and Hamzaoui, R. and Xiong, Zixiang (2003) Live video streaming over packet networks and wireless channels. In: PV-2003 13th Packet Video Workshop, 2003-04-01.
Stankovic, V. and Hamzaoui, R. and Xiong, Z.X. (2002) Packet loss protection of embedded data with fast local search. In: IEEE International Conference on Image Processing, 2002-09-22 - 2002-09-25.
Stankovic, V. and Hamzaoui, R. and Xiong, Z.X. (2002) Joint product code optimization for scalable multimedia transmission over wireless channels. In: IEEE International Conference on Multimedia and Expo, 2002-08-26 - 2002-08-29.
Hamzaoui, R. and Stankovic, V. and Xiong, Z.X. (2002) Fast joint source-channel coding algorithms for internet/wireless multimedia. In: International Joint Conference on Neural Networks (IJCNN 02), 2002-05-12 - 2002-05-17.
Hamzaoui, R. and Stankovic, V. and Xiong, Z.X. (2002) Rate-based versus distortion-based optimal joint source-channel coding. In: Data Compression Conference (DCC 2002), 2002-04-02 - 2002-04-04.
Stankovic, V. and Hamzaoui, R. (2001) Progressive optimal error protection of embedded codes. In: 9th Telecommunications Forum Telfor 2001, 2001-11-01.
Stankovic, V. and Hamzaoui, R. and Saupe, D. (2001) Fast algorithm for optimal error protection of embedded wavelet codes. In: 4th IEEE Workshop on Multimedia Signal Processing (MMSP 01), 2001-10-03 - 2001-10-05.
Stankovic, V. and Hamzaoui, R. and Saupe, D. (2001) Rate-distortion unequal error protection for fractal image codes. In: International Conference on Image Processing (ICIP 2001), 2001-10-07 - 2001-10-10.
Report
Martinelli, Samuele and Stankovic, Vladimir (2020) Simulation of an Organic Magnet in Switched Reluctance Motor Application. University of Strathclyde, Glasgow.
Charfi, Y. and Stankovic, Vladimir M. and Hamzaoui, R. and Saupe, D. (2002) Experiments on joint source-channel fractal image coding with unequal error protection. Univeristy of Leipzig, Leipzig.
Other
Stankovic, Lina and Stankovic, Vladimir (2020) The risks and benefits of AI smart meters. Apolitical, London.