Vladimir Stankovic, Author at SENSIBLE Project http://sensible.eee.strath.ac.uk/author/vladimir_wp/ SENSors and Intelligence in BuiLt Environment Fri, 13 Mar 2020 10:39:20 +0000 en-GB hourly 1 http://sensible.eee.strath.ac.uk/wp-content/uploads/2018/03/sensible.png Vladimir Stankovic, Author at SENSIBLE Project http://sensible.eee.strath.ac.uk/author/vladimir_wp/ 32 32 Averaging is probably not the optimum way of aggregating parameters in federated learning http://sensible.eee.strath.ac.uk/2020/03/13/457/?utm_source=rss&utm_medium=rss&utm_campaign=457 http://sensible.eee.strath.ac.uk/2020/03/13/457/#respond Fri, 13 Mar 2020 10:36:54 +0000 https://sensible.eee.strath.ac.uk/?p=457 P. Xiao, S. Cheng, V. Stankovic, and D. Vukobratovic, “Averaging is probably not the optimum way of aggregating parameters in federated learning,” Entropy, 22 (3), [314], March 2020.

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]]> P. Xiao, S. Cheng, V. Stankovic, and D. Vukobratovic, “Averaging is probably not the optimum way of aggregating parameters in federated learning,” Entropy, 22 (3), [314], March 2020.

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]]> http://sensible.eee.strath.ac.uk/2020/03/13/457/feed/ 0 Our Optics Letters Paper among top 10 Downloads http://sensible.eee.strath.ac.uk/2020/01/13/our-optics-letters-paper-among-top-10-downloads/?utm_source=rss&utm_medium=rss&utm_campaign=our-optics-letters-paper-among-top-10-downloads http://sensible.eee.strath.ac.uk/2020/01/13/our-optics-letters-paper-among-top-10-downloads/#respond Mon, 13 Jan 2020 16:31:04 +0000 https://sensible.eee.strath.ac.uk/?p=454 The paper “On-chip Fourier-transform spectrometers and machine learning: A new route to smart photonic sensors,” co-authored by SENSIBLE team, is among Top 10 Optics Letters downloaded papers in December 2019.

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]]> The paper “On-chip Fourier-transform spectrometers and machine learning: A new route to smart photonic sensors,” co-authored by SENSIBLE team, is among Top 10 Optics Letters downloaded papers in December 2019.

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]]> http://sensible.eee.strath.ac.uk/2020/01/13/our-optics-letters-paper-among-top-10-downloads/feed/ 0 SENSIBLE at MSCA AI Cluster http://sensible.eee.strath.ac.uk/2019/12/06/sensible-at-msca-ai-cluster/?utm_source=rss&utm_medium=rss&utm_campaign=sensible-at-msca-ai-cluster http://sensible.eee.strath.ac.uk/2019/12/06/sensible-at-msca-ai-cluster/#respond Fri, 06 Dec 2019 13:09:41 +0000 https://sensible.eee.strath.ac.uk/?p=443 We are pleased to report that SENSIBLE has been invited to showcase contributions of the project relevant to the sub-domains of Artificial Intelligence research covering the themes of health, environment, and the digital world at the MSCA Artificial Intelligence Cluster Event organised by the REA. To this effect, Vladimir and Lina Stankovic will be presenting Read more about SENSIBLE at MSCA AI Cluster[…]

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]]> We are pleased to report that SENSIBLE has been invited to showcase contributions of the project relevant to the sub-domains of Artificial Intelligence research covering the themes of health, environment, and the digital world at the MSCA Artificial Intelligence Cluster Event organised by the REA. To this effect, Vladimir and Lina Stankovic will be presenting a poster summarising AI work, relevant to all 3 sub-domains, conducted as part of SENSIBLE at the REA in Brussels, Dec. 10-11, 2019

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]]> http://sensible.eee.strath.ac.uk/2019/12/06/sensible-at-msca-ai-cluster/feed/ 0 4th SENSIBLE Workshop on Photonics http://sensible.eee.strath.ac.uk/2019/11/22/4th-sensible-workshop-on-photonics/?utm_source=rss&utm_medium=rss&utm_campaign=4th-sensible-workshop-on-photonics http://sensible.eee.strath.ac.uk/2019/11/22/4th-sensible-workshop-on-photonics/#respond Fri, 22 Nov 2019 13:20:41 +0000 https://sensible.eee.strath.ac.uk/?p=438 The 4th SENSIBLE workshop took place in Madrid, 16-18 October, 2019. The first half of Day 1 focused on joint research outputs pertaining to photonics and sensing within SENSIBLE Project. The second half was focused on external invitees, from industry and academia, sharing their research contributions to photonics and sensing. The second day focused on Read more about 4th SENSIBLE Workshop on Photonics[…]

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]]> The 4th SENSIBLE workshop took place in Madrid, 16-18 October, 2019. The first half of Day 1 focused on joint research outputs pertaining to photonics and sensing within SENSIBLE Project. The second half was focused on external invitees, from industry and academia, sharing their research contributions to photonics and sensing. The second day focused on the role of science in society and how science can contribute to society. It also addressed barriers of society to science, including gender and diversity imbalance. The workshop was excellently attended by academic and industrial researchers working on photonics and sensing.

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]]> http://sensible.eee.strath.ac.uk/2019/11/22/4th-sensible-workshop-on-photonics/feed/ 0 On-chip Fourier-transform spectrometers and machine learning: a new route to smart photonic sensors http://sensible.eee.strath.ac.uk/2019/11/12/on-chip-fourier-transform-spectrometers-and-machine-learning-a-new-route-to-smart-photonic-sensors/?utm_source=rss&utm_medium=rss&utm_campaign=on-chip-fourier-transform-spectrometers-and-machine-learning-a-new-route-to-smart-photonic-sensors http://sensible.eee.strath.ac.uk/2019/11/12/on-chip-fourier-transform-spectrometers-and-machine-learning-a-new-route-to-smart-photonic-sensors/#respond Tue, 12 Nov 2019 10:19:47 +0000 https://sensible.eee.strath.ac.uk/?p=436 Alaine Herrero-Bermello, Jiangfeng Li, Mohammad Khazaei, Yuri Grinberg, Aitor V. Vellasco, Martin Vachon, Pavel Cheben, Lina Stankovic, Vladimir Stankovic, Dan-Xia Xu, Jens H. Schmid, Carlos Alonso-Ramos, Optical Letters, Nov. 2019.

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]]> Alaine Herrero-Bermello, Jiangfeng Li, Mohammad Khazaei, Yuri Grinberg, Aitor V. Vellasco, Martin Vachon, Pavel Cheben, Lina Stankovic, Vladimir Stankovic, Dan-Xia Xu, Jens H. Schmid, Carlos Alonso-Ramos, Optical Letters, Nov. 2019.

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]]> http://sensible.eee.strath.ac.uk/2019/11/12/on-chip-fourier-transform-spectrometers-and-machine-learning-a-new-route-to-smart-photonic-sensors/feed/ 0 Deep graph regularized learning for binary classification http://sensible.eee.strath.ac.uk/2019/10/01/deep-graph-regularized-learning-for-binary-classification/?utm_source=rss&utm_medium=rss&utm_campaign=deep-graph-regularized-learning-for-binary-classification http://sensible.eee.strath.ac.uk/2019/10/01/deep-graph-regularized-learning-for-binary-classification/#respond Tue, 01 Oct 2019 07:51:02 +0000 https://sensible.eee.strath.ac.uk/?p=433  M. Ye, V. Stankovic, L. Stankovic, and G. Cheung, “Deep graph regularized learning for binary classification,” Proc. ICASSP-2019IEEE International Conference on Acoustic, Speech, and Signal Processing, Brighton, UK, May 2019.

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]]>  M. Ye, V. Stankovic, L. Stankovic, and G. Cheung, “Deep graph regularized learning for binary classification,” Proc. ICASSP-2019IEEE International Conference on Acoustic, Speech, and Signal Processing, Brighton, UK, May 2019.

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]]> http://sensible.eee.strath.ac.uk/2019/10/01/deep-graph-regularized-learning-for-binary-classification/feed/ 0 Transferability of neural network approaches for low-rate energy disaggregation http://sensible.eee.strath.ac.uk/2019/10/01/transferability-of-neural-network-approaches-for-low-rate-energy-disaggregation/?utm_source=rss&utm_medium=rss&utm_campaign=transferability-of-neural-network-approaches-for-low-rate-energy-disaggregation http://sensible.eee.strath.ac.uk/2019/10/01/transferability-of-neural-network-approaches-for-low-rate-energy-disaggregation/#respond Tue, 01 Oct 2019 07:50:22 +0000 https://sensible.eee.strath.ac.uk/?p=431 D. M. Murray, L. Stankovic, V. Stankovic, S. Lulic and S. Sladojevic, “Transferability of neural network approaches for low-rate energy disaggregation, Proc. ICASSP-2019 IEEE International Conference on Acoustic, Speech, and Signal Processing, Brighton, UK, May 2019.

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]]> D. M. Murray, L. Stankovic, V. Stankovic, S. Lulic and S. Sladojevic, “Transferability of neural network approaches for low-rate energy disaggregation, Proc. ICASSP-2019 IEEE International Conference on Acoustic, Speech, and Signal Processing, Brighton, UK, May 2019.

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]]> http://sensible.eee.strath.ac.uk/2019/10/01/transferability-of-neural-network-approaches-for-low-rate-energy-disaggregation/feed/ 0 “Distinct feature extraction for video-based gait classification,” http://sensible.eee.strath.ac.uk/2019/10/01/m-ye-v-yang-v-stankovic-l-stankovic-and-s-cheng-distinct-feature-extraction-for-video-based-gait-classification-ieee-transactions-on-multimedia-2019/?utm_source=rss&utm_medium=rss&utm_campaign=m-ye-v-yang-v-stankovic-l-stankovic-and-s-cheng-distinct-feature-extraction-for-video-based-gait-classification-ieee-transactions-on-multimedia-2019 http://sensible.eee.strath.ac.uk/2019/10/01/m-ye-v-yang-v-stankovic-l-stankovic-and-s-cheng-distinct-feature-extraction-for-video-based-gait-classification-ieee-transactions-on-multimedia-2019/#respond Tue, 01 Oct 2019 07:43:52 +0000 https://sensible.eee.strath.ac.uk/?p=426 M. Ye, V. Yang, V. Stankovic, L. Stankovic, and S. Cheng, “Distinct feature extraction for video-based gait classification,” IEEE Transactions on Multimedia, 2019.

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]]> M. Ye, V. Yang, V. Stankovic, L. Stankovic, and S. Cheng, “Distinct feature extraction for video-based gait classification,” IEEE Transactions on Multimedia, 2019.

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]]> http://sensible.eee.strath.ac.uk/2019/10/01/m-ye-v-yang-v-stankovic-l-stankovic-and-s-cheng-distinct-feature-extraction-for-video-based-gait-classification-ieee-transactions-on-multimedia-2019/feed/ 0 Distributed intelligent illumination control in the context of probabilistic graphical models http://sensible.eee.strath.ac.uk/2019/10/01/distributed-intelligent-illumination-control-in-the-context-of-probabilistic-graphical-models/?utm_source=rss&utm_medium=rss&utm_campaign=distributed-intelligent-illumination-control-in-the-context-of-probabilistic-graphical-models http://sensible.eee.strath.ac.uk/2019/10/01/distributed-intelligent-illumination-control-in-the-context-of-probabilistic-graphical-models/#respond Tue, 01 Oct 2019 07:42:37 +0000 https://sensible.eee.strath.ac.uk/?p=424 M. Cosovic, T. Devaja, D. Bajovic, J. Machaj, G. McCutcheon, V. Stankovic, L. Stankovic, and D. Vukobratovic, “Distributed intelligent illumination control in the context of probabilistic graphical models,” Proc. 4th International Conference on Smart and Sustainable Technologies 2019, Split, June 2019.

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]]> M. Cosovic, T. Devaja, D. Bajovic, J. Machaj, G. McCutcheon, V. Stankovic, L. Stankovic, and D. Vukobratovic, “Distributed intelligent illumination control in the context of probabilistic graphical models,” Proc. 4th International Conference on Smart and Sustainable Technologies 2019, Split, June 2019.

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]]> http://sensible.eee.strath.ac.uk/2019/10/01/distributed-intelligent-illumination-control-in-the-context-of-probabilistic-graphical-models/feed/ 0 Effect of External Daylight in Smart Dimmable LED Lighting Systems http://sensible.eee.strath.ac.uk/2019/03/18/effect-of-external-daylight-in-smart-dimmable-led-lighting-systems/?utm_source=rss&utm_medium=rss&utm_campaign=effect-of-external-daylight-in-smart-dimmable-led-lighting-systems http://sensible.eee.strath.ac.uk/2019/03/18/effect-of-external-daylight-in-smart-dimmable-led-lighting-systems/#respond Mon, 18 Mar 2019 17:21:18 +0000 https://sensible.eee.strath.ac.uk/?p=418 Petkovic, M., Bajovic, D., Vukobratovic, D., McCutcheon, G., Stankovic, L., & Stankovic, V., Wireless and Optical Communication Conference, May 2019.

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]]> Petkovic, M., Bajovic, D., Vukobratovic, D., McCutcheon, G., Stankovic, L., & Stankovic, V., Wireless and Optical Communication Conference, May 2019.

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]]> http://sensible.eee.strath.ac.uk/2019/03/18/effect-of-external-daylight-in-smart-dimmable-led-lighting-systems/feed/ 0