Sami Bourouis
Sami Bourouis
Associate Professor, Taif University, College of Computers and Information Technology
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Bayesian learning of finite generalized inverted dirichlet mixtures: Application to object classification and forgery detection
S Bourouis, M Al Mashrgy, N Bouguila
Expert Systems with Applications 41 (5), 2329-2336, 2014
Network anomaly intrusion detection using a nonparametric Bayesian approach and feature selection
W Alhakami, A ALharbi, S Bourouis, R Alroobaea, N Bouguila
IEEE Access 7, 52181-52190, 2019
Copy-move image forgery detection based on SIFT descriptors and SVD-matching
T Chihaoui, S Bourouis, K Hamrouni
2014 1st International Conference on Advanced Technologies for Signal and …, 2014
A real time adaptive intrusion detection alert classifier for high speed networks
H Sallay, A Ammar, MB Saad, S Bourouis
2013 IEEE 12th International Symposium on Network Computing and Applications …, 2013
Image and video denoising by combining unsupervised bounded generalized gaussian mixture modeling and spatial information
I Channoufi, S Bourouis, N Bouguila, K Hamrouni
Multimedia Tools and Applications 77 (19), 25591-25606, 2018
Deriving probabilistic SVM kernels from flexible statistical mixture models and its application to retinal images classification
S Bourouis, A Zaguia, N Bouguila, R Alroobaea
IEEE Access 7, 1107-1117, 2018
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 (13), 18669-18691, 2019
3D segmentation of MRI brain using level set and unsupervised classification
S Bourouis, K Hamrouni
International Journal of Image and Graphics 10 (01), 135-154, 2010
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
Bayesian inference framework for bounded generalized Gaussian‐based mixture model and its application to biomedical images classification
R Alroobaea, S Rubaiee, S Bourouis, N Bouguila, A Alsufyani
International Journal of Imaging Systems and Technology 30 (1), 18-30, 2020
Unsupervised human action categorization using a Riemannian averaged fixed-point learning of multivariate GGMM
F Najar, S Bourouis, A Zaguia, N Bouguila, S Belghith
International Conference Image Analysis and Recognition, 408-415, 2018
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
A hierarchical Dirichlet process mixture of generalized Dirichlet distributions for feature selection
W Fan, H Sallay, N Bouguila, S Bourouis
Computers & Electrical Engineering 43, 48-65, 2015
Entropy-based variational Bayes learning framework for data clustering<? show [AQ="" ID=" Q1]"?
W Fan, N Bouguila, S Bourouis, Y Laalaoui
IET Image Processing 12 (10), 1762-1772, 2018
Color image segmentation with bounded generalized gaussian mixture model and feature selection
I Channoufi, S Bourouis, N Bouguila, K Hamrouni
2018 4th International conference on advanced technologies for signal and …, 2018
Bayesian inference by reversible jump MCMC for clustering based on finite generalized inverted Dirichlet mixtures
S Bourouis, FR Al-Osaimi, N Bouguila, H Sallay, F Aldosari, M Al Mashrgy
Soft Computing 23 (14), 5799-5813, 2019
Hybrid statistical framework for diabetic retinopathy detection
S Bourouis, A Zaguia, N Bouguila
International Conference Image Analysis and Recognition, 687-694, 2018
Automatic MRI brain segmentation with combined atlas-based classification and level-set approach
S Bourouis, K Hamrouni, N Betrouni
International Conference Image Analysis and Recognition, 770-778, 2008
Variational learning of hierarchical infinite generalized Dirichlet mixture models and applications
W Fan, H Sallay, N Bouguila, S Bourouis
Soft Computing 20 (3), 979-990, 2016
Intrusion detection alert management for high‐speed networks: current researches and applications
H Sallay, S Bourouis
Security and Communication Networks 8 (18), 4362-4372, 2015
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