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), , March 2020.
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.
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.
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.
M. Ye, V. Yang, V. Stankovic, L. Stankovic, and S. Cheng, “Distinct feature extraction for video-based gait classification,” IEEE Transactions on Multimedia, 2019.
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.
Petkovic, M., Bajovic, D., Vukobratovic, D., McCutcheon, G., Stankovic, L., & Stankovic, V., Wireless and Optical Communication Conference, May 2019.
He, K., Jakovetic, D., Zhao, B., Stankovic, V., Stankovic, L. & Cheng, S., 13 Mar 2019, (Accepted/In press) In : IEEE Transactions on Smart Grid. 9 p.
D. Bajovic, K. He, D. Vukobratovic, L. Stankovic, and V. Stankovic, IEEE Journal on Selected Topics in Signal Processing, June 2018, accepted. Open access link: https://pure.strath.ac.uk/portal/en/publications/optimal-detection-and-error-exponents-for-hidden-semi-markov-models(c4c41ce8-cf61-43a0-904d-d0576c8819ff).html
L. Chen, S. Cheng, V. Stankovic, and L. Stankovic, IEEE Signal Processing Letters, June 2018, accepted. https://pure.strath.ac.uk/portal/en/publications/shift-enabled-graphs(55a95db8-5c3c-4a2b-808a-280185207916).html