| Unsupervised learning of finite full covariance multivariate generalized Gaussian mixture models for human activity recognition F Najar, S Bourouis, N Bouguila, S Belghith Multimedia Tools and Applications 78, 18669-18691, 2019 | 51 | 2019 |
| A comparison between different gaussian-based mixture models F Najar, S Bourouis, N Bouguila, S Belghith 2017 IEEE/ACS 14th International Conference on Computer Systems and …, 2017 | 41 | 2017 |
| A fixed-point estimation algorithm for learning the multivariate ggmm: application to human action recognition F Najar, S Bourouis, N Bouguila, S Belghith 2018 IEEE Canadian Conference on Electrical & Computer Engineering (CCECE), 1-4, 2018 | 27 | 2018 |
| Unsupervised human action categorization using a riemannian averaged fixed-point learning of multivariate GGMM F Najar, S Bourouis, A Zaguia, N Bouguila, S Belghith Image Analysis and Recognition: 15th International Conference, ICIAR 2018 …, 2018 | 22 | 2018 |
| A new hybrid discriminative/generative model using the full-covariance multivariate generalized Gaussian mixture models F Najar, S Bourouis, N Bouguila, S Belghith Soft Computing 24 (14), 10611-10628, 2020 | 15 | 2020 |
| Fake news detection using bayesian inference F Najar, N Zamzami, N Bouguila 2019 IEEE 20th International Conference on Information Reuse and Integration …, 2019 | 15 | 2019 |
| Efficient statistical learning framework with applications to human activity and facial expression recognition F Najar, S Bourouis, M Alshar’e, R Alroobaea, N Bouguila, AH Al Badi, ... 2020 5th international conference on advanced technologies for signal and …, 2020 | 14 | 2020 |
| Exact fisher information of generalized dirichlet multinomial distribution for count data modeling F Najar, N Bouguila Information Sciences 586, 688-703, 2022 | 8 | 2022 |
| Bounded multivariate generalized Gaussian mixture model using ICA and IVA A Algumaei, M Azam, F Najar, N Bouguila Pattern Analysis and Applications 26 (3), 1223-1252, 2023 | 7 | 2023 |
| Emotion recognition: A smoothed dirichlet multinomial solution F Najar, N Bouguila Engineering Applications of Artificial Intelligence 107, 104542, 2022 | 7 | 2022 |
| A statistical framework for few-shot action recognition M Haddad, VK Ghassab, F Najar, N Bouguila Multimedia Tools and Applications 80, 24303-24318, 2021 | 6 | 2021 |
| Happiness analysis with fisher information of Dirichlet-multinomial mixture model F Najar, N Bouguila Advances in Artificial Intelligence: 33rd Canadian Conference on Artificial …, 2020 | 5 | 2020 |
| Inpainting forgery detection using hybrid generative/discriminative approach based on bounded generalized Gaussian mixture model A Alharbi, W Alhakami, S Bourouis, F Najar, N Bouguila Applied Computing and Informatics 20 (1/2), 89-104, 2024 | 4 | 2024 |
| Online recognition via a finite mixture of multivariate generalized Gaussian distributions F Najar, S Bourouis, R Al-Azawi, A Al-Badi Mixture Models and Applications, 81-106, 2020 | 4 | 2020 |
| Variational inference of finite generalized gaussian mixture models S Amudala, S Ali, F Najar, N Bouguila 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 2433-2439, 2019 | 4 | 2019 |
| A statistical process control chart approach for occupancy estimation in smart buildings M Amayri, S Ploix, F Najar, N Bouguila, F Wurtz 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 1729-1734, 2019 | 4 | 2019 |
| Occupancy estimation in smart buildings using predictive modeling in imbalanced domains J Guo, M Amayri, F Najar, W Fan, N Bouguila Journal of Ambient Intelligence and Humanized Computing 14 (8), 10917-10929, 2023 | 3 | 2023 |
| Smoothed generalized dirichlet: A novel count-data model for detecting emotional states F Najar, N Bouguila IEEE Transactions on Artificial Intelligence 3 (5), 685-698, 2021 | 3 | 2021 |
| Short text clustering using generalized Dirichlet multinomial mixture model S Hannachi, F Najar, N Bouguila Recent Challenges in Intelligent Information and Database Systems: 13th …, 2021 | 3 | 2021 |
| Instance-based learning for human action recognition M Haddad, VK Ghassab, F Najar, N Bouguila 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020 | 3 | 2020 |
Nizar BouguilaProfessorVerified email at concordia.ca
