| 2023 | ICPRAM | Recent Advances in Statistical Mixture Models: Challenges and Applications. | Sami Bourouis |
| 2020 | ATSIP | Efficient Statistical Learning Framework with Applications to Human Activity and Facial Expression Recognition. | Fatma Najar, Sami Bourouis, Marwan Alshar'e, Roobaea Alroobaea, Nizar Bouguila, Ali H. Al-Badi, Ines Channoufi |
| 2018 | ATSIP | Color image segmentation with bounded generalized Gaussian mixture model and feature selection. | Ines Channoufi, Sami Bourouis, Nizar Bouguila, Kamel Hamrouni |
| 2018 | ICISP | Visual Scene Reconstruction Using a Bayesian Learning Framework. | Sami Bourouis, Nizar Bouguila, Yexing Li, Muhammad Azam |
| 2018 | ICISP | Spatially Constrained Mixture Model with Feature Selection for Image and Video Segmentation. | Ines Channoufi, Sami Bourouis, Nizar Bouguila, Kamel Hamrouni |
| 2017 | AICCSA | Video Forgery Detection Using a Bayesian RJMCMC-Based Approach. | Sami Bourouis, Faisal R. Al-Osaimi, Nizar Bouguila, Hassen Sallay, Fahd M. Aldosari, Mohamed Al Mashrgy |
| 2017 | AICCSA | A Comparison Between Different Gaussian-Based Mixture Models. | Fatma Najar, Sami Bourouis, Nizar Bouguila, Safya Belghith |
| 2015 | ICPRAM | Adaptive Variational Model and Learning-based SVM for Medical Image Segmentation. | Sami Bourouis |
| 2014 | ATSIP | Copy-move image forgery detection based on SIFT descriptors and SVD-matching. | Takwa Chihaoui, Sami Bourouis, Kamel Hamrouni |
| 2014 | ICSEng | Web Service Intrusion Detection Using a Probabilistic Framework. | Hassen Sallay, Sami Bourouis, Nizar Bouguila |
| 2013 | CIARP | Multimodal Bone Cancer Detection Using Fuzzy Classification and Variational Model. | Sami Bourouis, Ines Chennoufi, Kamel Hamrouni |
| 2013 | NCA | A Real Time Adaptive Intrusion Detection Alert Classifier for High Speed Networks. | Hassen Sallay, Adel Ammar, Majdi Ben Saad, Sami Bourouis |