Items where authors include "Bouaynaya, N."

Article

Javed, M., Mihaylova, L. orcid.org/0000-0001-5856-2223 and Bouaynaya, N. (2022) Robustness analysis of Gaussian process convolutional neural network with uncertainty quantification. International Journal of Machine Learning and Computing, 12 (5). pp. 169-178.

Georgieva, P., Bouaynaya, N., Silva, F. et al. (2 more authors) (2015) A Beamformer-Particle Filter Framework for Localization of Correlated EEG Sources. IEEE Journal of Biomedical and Health Informatics. ISSN 2168-2208

Proceedings Paper

Zhang, T., Wang, S., Bouaynaya, N. et al. (2 more authors) (2023) Out-of-distribution object detection through Bayesian uncertainty estimation. In: 2023 26th International Conference on Information Fusion Proceedings. 2023 26th International Conference on Information Fusion (FUSION 2023), 27-30 Jun 2023, Charleston, SC, USA. Institute of Electrical and Electronics Engineers (IEEE) . ISBN 979-8-89034-485-4

Hussain, T., Wang, W., Bouaynaya, N. et al. (2 more authors) (2022) Deep learning for audio visual emotion recognition. In: Proceedings of the 2022 25th International Conference on Information Fusion (FUSION). 2022 25th International Conference on Information Fusion (FUSION), 04-07 Jul 2022, Linköping, Sweden. Institute of Electrical and Electronics Engineers . ISBN 9781665489416

Javed, M., Mihaylova, L. orcid.org/0000-0001-5856-2223 and Bouaynaya, N. (2021) Variance guided continual learning in a convolutional neural network Gaussian process single classifier approach for multiple tasks in noisy images. In: de Villiers, P., de Waal, A. and Gustafsson, F., (eds.) 2021 IEEE 24th International Conference on Information Fusion (FUSION). 24th International Conference on Information Fusion (Fusion 2021), 01-04 Nov 2021, Sun City, South Africa. Institute of Electrical and Electronics Engineers . ISBN 9781665414272