All Stories

  1. Effective Frameworks Based on Infinite Mixture Model for Real-World Applications

    Article • Computers Materials & Continua, January 2022, Tsinghua University Press

    Dr Sami Bourouis

  2. An Entropy-Based Variational Bayes Learning Framework for Data Clustering

    Article • IET Image Processing, April 2018, the Institution of Engineering and Technology (the IET)

    Dr Sami Bourouis

  3. Image and video denoising by combining unsupervised bounded generalized gaussian mixture modeling and spatial information

    Article • Multimedia Tools and Applications, February 2018, Springer Science + Business Media

    Dr Sami Bourouis

  4. Video Forgery Detection Using a Bayesian RJMCMC-Based Approach

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Sami Bourouis

  5. A Comparison Between Different Gaussian-Based Mixture Models

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Sami Bourouis

  6. Deformable models based object tracking: Challenges and current researches

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Sami Bourouis

  7. Intrusion detection alert management for high-speed networks: current researches and applications

    Article • Security and Communication Networks, September 2015, Wiley

    Dr Sami Bourouis

  8. A hierarchical Dirichlet process mixture of generalized Dirichlet distributions for feature selection

    Article • Computers & Electrical Engineering, April 2015, Elsevier

    Dr Sami Bourouis

  9. Web Service Intrusion Detection Using a Probabilistic Framework

    Article • January 2015, Springer Science + Business Media

    Dr Sami Bourouis

  10. Variational learning of hierarchical infinite generalized Dirichlet mixture models and applications

    Article • Soft Computing, December 2014, Springer Science + Business Media

    Dr Sami Bourouis

  11. Bayesian learning of finite generalized inverted Dirichlet mixtures: Application to object classification and forgery detection

    Article • Expert Systems with Applications, April 2014, Elsevier

    Dr Sami Bourouis

  12. Copy-move image forgery detection based on SIFT descriptors and SVD-matching

    Article • March 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Sami Bourouis

  13. A Hierarchical Infinite Generalized Dirichlet Mixture Model with Feature Selection

    Article • January 2014, Springer Science + Business Media

    Dr Sami Bourouis

  14. Local Analysis of Human Cortex in MRI Brain Volume

    Article • The Scientific World JOURNAL, January 2014, Hindawi Publishing Corporation

    Dr Sami Bourouis

  15. A Real Time Adaptive Intrusion Detection Alert Classifier for High Speed Networks

    Article • August 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Sami Bourouis

  16. Multimodal Bone Cancer Detection Using Fuzzy Classification and Variational Model

    Article • January 2013, Springer Science + Business Media

    Dr Sami Bourouis

  17. Unsupervised video objects detection and tracking using region based level-set

    Article • May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Sami Bourouis

  18. Fully Automatic Brain Tumor Segmentation Based on Multi-Modality MRI and Level-set

    Article • Journal of Ubiquitous Systems and Pervasive Networks, December 2011, International Association for Sharing Knowledge and Sustainability

    Dr Sami Bourouis

  19. Deformable Model-Based Segmentation of Brain Tumor from MR Images

    Article • September 2011, IntechOpen

    Dr Sami Bourouis

  20. 3D SEGMENTATION OF MRI BRAIN USING LEVEL SET AND UNSUPERVISED CLASSIFICATION

    Article • International Journal of Image and Graphics, January 2010, World Scientific Pub Co Pte Lt

    Dr Sami Bourouis

  21. An Efficient Framework for Brain Tumor Segmentation in Magnetic Resonance Images

    Article • November 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Sami Bourouis

  22. Automatic MRI Brain Segmentation with Combined Atlas-Based Classification and Level-Set Approach

    Article • Springer Science + Business Media

    Dr Sami Bourouis