SENSIBLE Project

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

Vladimir Stankovic — Fri, 13 Mar 2020 10:36:54 +0000

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.

The post Averaging is probably not the optimum way of aggregating parameters in federated learning appeared first on SENSIBLE Project.

Our Optics Letters Paper among top 10 Downloads

Vladimir Stankovic — Mon, 13 Jan 2020 16:31:04 +0000

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.

The post Our Optics Letters Paper among top 10 Downloads appeared first on SENSIBLE Project.

SENSIBLE at MSCA AI Cluster

Vladimir Stankovic — Fri, 06 Dec 2019 13:09:41 +0000

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[…]

The post SENSIBLE at MSCA AI Cluster appeared first on SENSIBLE Project.

4th SENSIBLE Workshop on Photonics

Vladimir Stankovic — Fri, 22 Nov 2019 13:20:41 +0000

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.

The post 4th SENSIBLE Workshop on Photonics appeared first on SENSIBLE Project.

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

Vladimir Stankovic — Tue, 12 Nov 2019 10:19:47 +0000

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.

The post On-chip Fourier-transform spectrometers and machine learning: a new route to smart photonic sensors appeared first on SENSIBLE Project.

Deep graph regularized learning for binary classification

Vladimir Stankovic — Tue, 01 Oct 2019 07:51:02 +0000

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.

The post Deep graph regularized learning for binary classification appeared first on SENSIBLE Project.

Transferability of neural network approaches for low-rate energy disaggregation

Vladimir Stankovic — Tue, 01 Oct 2019 07:50:22 +0000

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.

The post Transferability of neural network approaches for low-rate energy disaggregation appeared first on SENSIBLE Project.

“Distinct feature extraction for video-based gait classification,”

Vladimir Stankovic — Tue, 01 Oct 2019 07:43:52 +0000

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

The post “Distinct feature extraction for video-based gait classification,” appeared first on SENSIBLE Project.

Distributed intelligent illumination control in the context of probabilistic graphical models

Vladimir Stankovic — Tue, 01 Oct 2019 07:42:37 +0000

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.

The post Distributed intelligent illumination control in the context of probabilistic graphical models appeared first on SENSIBLE Project.

Effect of External Daylight in Smart Dimmable LED Lighting Systems

Vladimir Stankovic — Mon, 18 Mar 2019 17:21:18 +0000

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

The post Effect of External Daylight in Smart Dimmable LED Lighting Systems appeared first on SENSIBLE Project.