Automatic MRI Brain Segmentation with Combined Atlas-Based Classification and Level-Set Approach. - Sami Bourouis; Kamel Hamrouni; Nacim Betrouni (ICIAR, 2008)

A Fast and Robust Method for Volumetric MRI Brain Extraction. - Sami Bourouis; Kamel Hamrouni (VISAPP (1), 2008)

Multiresolution Mesh Segmentation of MRI Brain Using Classification and Discrete Curvature. - Sami Bourouis; Kamel Hamrouni; Mounir Dhibi (VISAPP (1), 2008)

3D Segmentation of MRI Brain Using Level Set and Unsupervised Classification. - Sami Bourouis; Kamel Hamrouni (Int. J. Image Graph., 2010)

Automatic Mesh Segmentation using Atlas Projection and Thin Plate Spline - Application for a Segmentation of Skull Ossicles. - Makram Mestiri; Sami Bourouis; Kamel Hamrouni (VISAPP, 2011)

Fully Automatic Brain Tumor Segmentation Based on Multi-Modality MRI and Level-set. - Sami Bourouis; Kamel Hamrouni (J. Ubiquitous Syst. Pervasive Networks, 2011)

Unsupervised video objects detection and tracking using region based level-set. - Chadia Khraief; Sami Bourouis; Kamel Hamrouni (ICMCS, 2012)

Multimodal Bone Cancer Detection Using Fuzzy Classification and Variational Model. - Sami Bourouis; Ines Chennoufi; Kamel Hamrouni (CIARP (1), 2013)

A Real Time Adaptive Intrusion Detection Alert Classifier for High Speed Networks. - Hassen Sallay; Adel Ammar; Majdi Ben Saad; Sami Bourouis (NCA, 2013)

Copy-move image forgery detection based on SIFT descriptors and SVD-matching. - Takwa Chihaoui; Sami Bourouis; Kamel Hamrouni (ATSIP, 2014)

A Hierarchical Infinite Generalized Dirichlet Mixture Model with Feature Selection. - Wentao Fan 001; Hassen Sallay; Nizar Bouguila; Sami Bourouis (ICAIS, 2014)

Web Service Intrusion Detection Using a Probabilistic Framework. - Hassen Sallay; Sami Bourouis; Nizar Bouguila (ICSEng, 2014)

Bayesian learning of finite generalized inverted Dirichlet mixtures: Application to object classification and forgery detection. - Sami Bourouis; Mohamed Al Mashrgy; Nizar Bouguila (Expert Syst. Appl., 2014)

Adaptive Variational Model and Learning-based SVM for Medical Image Segmentation. - Sami Bourouis (ICPRAM (1), 2015)

A hierarchical Dirichlet process mixture of generalized Dirichlet distributions for feature selection. - Wentao Fan 001; Hassen Sallay; Nizar Bouguila; Sami Bourouis (Comput. Electr. Eng., 2015)

Intrusion detection alert management for high-speed networks: current researches and applications. - Hassen Sallay; Sami Bourouis (Secur. Commun. Networks, 2015)

Deformable models based object tracking: Challenges and current researches. - Ines Channoufi; Sami Bourouis; Kamel Hamrouni; Nizar Bouguila (ICMCS, 2016)

Variational learning of hierarchical infinite generalized Dirichlet mixture models and applications. - Wentao Fan 001; Hassen Sallay; Nizar Bouguila; Sami Bourouis (Soft Comput., 2016)

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 (AICCSA, 2017)

A Comparison Between Different Gaussian-Based Mixture Models. - Fatma Najar; Sami Bourouis; Nizar Bouguila; Safya Belghith (AICCSA, 2017)

Color image segmentation with bounded generalized Gaussian mixture model and feature selection. - Ines Channoufi; Sami Bourouis; Nizar Bouguila; Kamel Hamrouni (ATSIP, 2018)

A Fixed-Point Estimation Algorithm for Learning the Multivariate GGMM: Application to Human Action Recognition. - Fatma Najar; Sami Bourouis; Nizar Bouguila; Safya Belghith (CCECE, 2018)

Hybrid Statistical Framework for Diabetic Retinopathy Detection. - Sami Bourouis; Atef Zaguia; Nizar Bouguila (ICIAR, 2018)

A Flexible Statistical Model for Image Denoising. - Ines Channoufi; Sami Bourouis; Nizar Bouguila; Kamel Hamrouni (ICIAR, 2018)

Unsupervised Human Action Categorization Using a Riemannian Averaged Fixed-Point Learning of Multivariate GGMM. - Fatma Najar; Sami Bourouis; Atef Zaguia; Nizar Bouguila; Safya Belghith (ICIAR, 2018)

Visual Scene Reconstruction Using a Bayesian Learning Framework. - Sami Bourouis; Nizar Bouguila; Yexing Li; Muhammad Azam 002 (ICISP, 2018)

Spatially Constrained Mixture Model with Feature Selection for Image and Video Segmentation. - Ines Channoufi; Sami Bourouis; Nizar Bouguila; Kamel Hamrouni (ICISP, 2018)

EP-Based Infinite Inverted Dirichlet Mixture Learning: Application to Image Spam Detection. - Wentao Fan 001; Sami Bourouis; Nizar Bouguila; Fahd M. Aldosari; Hassen Sallay; K. M. Jamil Khayyat (IEA/AIE, 2018)

Infinite Scaled Dirichlet Mixture Models for Spam Filtering via Bayesian and Variational Bayes Learning. - Fahd M. Aldosari; Sami Bourouis; Nizar Bouguila; Hassen Sallay; Khalid M. Jamil Khayyat (iThings/GreenCom/CPSCom/SmartData, 2018)

Entropy-based variational Bayes learning framework for data clustering. - Wentao Fan 001; Nizar Bouguila; Sami Bourouis; Yacine Laalaoui (IET Image Process., 2018)

A purely Bayesian approach for proportional visual data modelling. - Sami Bourouis; Yacine Laalaoui; Nizar Bouguila (Int. J. Intell. Eng. Informatics, 2018)

Image and video denoising by combining unsupervised bounded generalized gaussian mixture modeling and spatial information. - Ines Channoufi; Sami Bourouis; Nizar Bouguila; Kamel Hamrouni (Multim. Tools Appl., 2018)

Network Anomaly Intrusion Detection Using a Nonparametric Bayesian Approach and Feature Selection. - Wajdi Alhakami; Abdullah Alharbi; Sami Bourouis; Roobaea Alroobaea; Nizar Bouguila (IEEE Access, 2019)

Deriving Probabilistic SVM Kernels From Flexible Statistical Mixture Models and its Application to Retinal Images Classification. - Sami Bourouis; Atef Zaguia; Nizar Bouguila; Roobaea Alroobaea (IEEE Access, 2019)

Bayesian frameworks for traffic scenes monitoring via view-based 3D cars models recognition. - Sami Bourouis; Yacine Laalaoui; Nizar Bouguila (Multim. Tools Appl., 2019)

Unsupervised learning of finite full covariance multivariate generalized Gaussian mixture models for human activity recognition. - Fatma Najar; Sami Bourouis; Nizar Bouguila; Safya Belghith (Multim. Tools Appl., 2019)

Bayesian inference by reversible jump MCMC for clustering based on finite generalized inverted Dirichlet mixtures. - Sami Bourouis; Faisal R. Al-Osaimi; Nizar Bouguila; Hassen Sallay; Fahd M. Aldosari; Mohamed Al Mashrgy (Soft Comput., 2019)

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 (ATSIP, 2020)

Bayesian inference framework for bounded generalized Gaussian-based mixture model and its application to biomedical images classification. - Roobaea Alroobaea; Saeed Rubaiee; Sami Bourouis; Nizar Bouguila; Abdulmajeed Alsufyani (Int. J. Imaging Syst. Technol., 2020)

Toward Effective Medical Image Analysis Using Hybrid Approaches - Review, Challenges and Applications. - Sami Bourouis; Roobaea Alroobaea; Saeed Rubaiee; Anas Ahmed (Inf., 2020)

A new hybrid discriminative/generative model using the full-covariance multivariate generalized Gaussian mixture models. - Fatma Najar; Sami Bourouis; Nizar Bouguila; Safya Belghith (Soft Comput., 2020)

Recent Advances in Digital Multimedia Tampering Detection for Forensics Analysis. - Sami Bourouis; Roobaea Alroobaea; Abdullah M. Alharbi; Murad Andejany; Saeed Rubaiee (Symmetry, 2020)

Markov Chain Monte Carlo-Based Bayesian Inference for Learning Finite and Infinite Inverted Beta-Liouville Mixture Models. - Sami Bourouis; Roobaea Alroobaea; Saeed Rubaiee; Murad Andejany; Fahad M. Almansour; Nizar Bouguila (IEEE Access, 2021)

A Competitive Generalized Gamma Mixture Model for Medical Image Diagnosis. - Sami Bourouis; Hassen Sallay; Nizar Bouguila (IEEE Access, 2021)

Online Learning of Finite and Infinite Gamma Mixture Models for COVID-19 Detection in Medical Images. - Hassen Sallay; Sami Bourouis; Nizar Bouguila (Comput., 2021)

Nonparametric learning approach based on infinite flexible mixture model and its application to medical data analysis. - Sami Bourouis; Nizar Bouguila (Int. J. Imaging Syst. Technol., 2021)

Bayesian Learning of Shifted-Scaled Dirichlet Mixture Models and Its Application to Early COVID-19 Detection in Chest X-ray Images. - Sami Bourouis; Abdullah Alharbi; Nizar Bouguila (J. Imaging, 2021)

Color object segmentation and tracking using flexible statistical model and level-set. - Sami Bourouis; Ines Channoufi; Roobaea Alroobaea; Saeed Rubaiee; Murad Andejany; Nizar Bouguila (Multim. Tools Appl., 2021)

Oil Spill Detection in SAR Images Using Online Extended Variational Learning of Dirichlet Process Mixtures of Gamma Distributions. - Ahmed H. Almulihi; Fahd S. Alharithi; Sami Bourouis; Roobaea Alroobaea; Yogesh Pawar; Nizar Bouguila (Remote. Sens., 2021)

Discriminative Learning Approach Based on Flexible Mixture Model for Medical Data Categorization and Recognition. - Fahd S. Alharithi; Ahmed H. Almulihi; Sami Bourouis; Roobaea Alroobaea; Nizar Bouguila (Sensors, 2021)

Efficient-SwishNet Based System for Facial Emotion Recognition. - Tarim Dar; Ali Javed; Sami Bourouis; Hany S. Hussein; Hammam A. Alshazly (IEEE Access, 2022)

Multilevel threshold image segmentation for COVID-19 chest radiography: A framework using horizontal and vertical multiverse optimization. - Hang Su; Dong Zhao 006; Hela Elmannai; Ali Asghar Heidari; Sami Bourouis; Zongda Wu; Zhennao Cai; Wenyong Gui; Mayun Chen (Comput. Biol. Medicine, 2022)

A novel trust-based security and privacy model for Internet of Vehicles using encryption and steganography. - Manjari Singh Rathore; M. Poongodi; Praneet Saurabh; Umesh Kumar Lilhore; Sami Bourouis; Wajdi Alhakami; Jude Osamor; Mounir Hamdi (Comput. Electr. Eng., 2022)

Corrigendum to "A novel trust-based security and privacy model for Internet of Vehicles using encryption and steganography" CAEE, Volume 102, September 2022, 108205. - Manjari Singh Rathore; M. Poongodi; Praneet Saurabh; Umesh Kumar Lilhore; Sami Bourouis; Wajdi Alhakami; Jude Osamor; Mounir Hamdi (Comput. Electr. Eng., 2022)

GA-based geometrically optimized topology robustness to improve ambient intelligence for future internet of things. - Sabir Ali Changazi; Asim Dilawar Bakhshi; Muhammad Yousaf; Muhammad Hasan Islam; Syed Muhammad Mohsin; Shahab S. Band; Abdulmajeed Alsufyani; Sami Bourouis (Comput. Commun., 2022)

A Novel Secured Multi-Access Edge Computing based VANET with Neuro fuzzy systems based Blockchain Framework. - M. Poongodi; Sami Bourouis; Ahmed Najat Ahmed; Vijayaragavan M.; Venkatesan K. G. S.; Wajdi Alhakami; Mounir Hamdi (Comput. Commun., 2022)

Development of an IoT-Based Sleep Apnea Monitoring System for Healthcare Applications. - Abdur Rab Dhruba; Kazi Nabiul Alam; Md Shakib Khan; Sami Bourouis; Mohammad Monirujjaman Khan (CoRR, 2022)

Deep Neural Network Based Vehicle Detection and Classification of Aerial Images. - Sandeep Kumar; Arpit Jain; Shilpa Rani; Hammam A. Alshazly; Sahar Ahmed Idris; Sami Bourouis (Intell. Autom. Soft Comput., 2022)

Peer-to-peer trust management in intelligent transportation system: An Aumann's agreement theorem based approach. - Ramesh T. R.; Vijayaragavan M.; M. Poongodi; Mounir Hamdi; Huihui Wang 001; Sami Bourouis (ICT Express, 2022)

Detection of coronavirus disease using texture analysis and machine learning methods. - Sami Bourouis (Int. J. Intell. Eng. Informatics, 2022)

Simulated annealing-based dynamic step shuffled frog leaping algorithm: Optimal performance design and feature selection. - Yun Liu; Ali Asghar Heidari; Zhennao Cai; Guoxi Liang; Huiling Chen 001; Zhifang Pan; Abdulmajeed Alsufyani; Sami Bourouis (Neurocomputing, 2022)

Entropy-Based Variational Scheme with Component Splitting for the Efficient Learning of Gamma Mixtures. - Sami Bourouis; Yogesh Pawar; Nizar Bouguila (Sensors, 2022)

A novel DeepMaskNet model for face mask detection and masked facial recognition. - Naeem Ullah; Ali Javed; Mustansar Ali Ghazanfar; Abdulmajeed Alsufyani; Sami Bourouis (J. King Saud Univ. Comput. Inf. Sci., 2022)

Recent Advances in Statistical Mixture Models: Challenges and Applications. - Sami Bourouis (ICPRAM, 2023)

MaizeNet: A Deep Learning Approach for Effective Recognition of Maize Plant Leaf Diseases. - Momina Masood; Marriam Nawaz; Tahira Nazir; Ali Javed; Reem Alkanhel; Hela Elmannai; Sami Dhahbi; Sami Bourouis (IEEE Access, 2023)

Multi-Attention Bottleneck for Gated Convolutional Encoder-Decoder-Based Speech Enhancement. - Nasir Saleem; Teddy Surya Gunawan; Muhammad Shafi; Sami Bourouis; Aymen Trigui (IEEE Access, 2023)

Classifying and Localizing Abnormalities in Brain MRI Using Channel Attention Based Semi-Bayesian Ensemble Voting Mechanism and Convolutional Auto-Encoder. - Syed Muhammad Ahmed Hassan Shah; Asad Ullah; Jawaid Iqbal; Sami Bourouis; Syed Sajid Ullah; Saddam Hussain; Muhammad Qasim Khan; Yaser Ali Shah; Ghulam Mustafa (IEEE Access, 2023)

An adaptive quadratic interpolation and rounding mechanism sine cosine algorithm with application to constrained engineering optimization problems. - Xiao Yang; Rui Wang; Dong Zhao 006; Fanhua Yu; Chunyu Huang; Ali Asghar Heidari; Zhennao Cai; Sami Bourouis; Abeer D. Algarni; Huiling Chen 001 (Expert Syst. Appl., 2023)

Detecting Deepfake Images Using Deep Learning Techniques and Explainable AI Methods. - Wahidul Hasan Abir; Faria Rahman Khanam; Kazi Nabiul Alam; Myriam Hadjouni; Hela Elmannai; Sami Bourouis; Rajesh Dey; Mohammad Monirujjaman Khan (Intell. Autom. Soft Comput., 2023)

Unsupervised Learning Using Expectation Propagation Inference of Inverted Beta-Liouville Mixture Models for Pattern Recognition Applications. - Sami Bourouis; Nizar Bouguila (Cybern. Syst., 2023)

Dispersed differential hunger games search for high dimensional gene data feature selection. - Zhiqing Chen; Li Xinxian; Ran Guo; Lejun Zhang; Sami Dhahbi; Sami Bourouis; Lei Liu 048; Xianchuan Wang (Comput. Biol. Medicine, 2023)

An optimized machine learning method for predicting wogonin therapy for the treatment of pulmonary hypertension. - Yupeng Li; Yujie Fu; Yining Liu; Dong Zhao 006; Lei Liu 048; Sami Bourouis; Abeer D. Algarni; Chuyue Zhong; Peiliang Wu (Comput. Biol. Medicine, 2023)

Expectation propagation learning of finite and infinite Gamma mixture models and its applications. - Sami Bourouis; Nizar Bouguila (Multim. Tools Appl., 2023)

Spatio-Temporal Features Representation Using Recurrent Capsules for Monaural Speech Enhancement. - Jawad Ali; Nasir Saleem; Sami Bourouis; Eatedal Alabdulkreem; Hela El Mannai; Sami Dhahbi (IEEE Access, 2024)

Temporally Dynamic Spiking Transformer Network for Speech Enhancement. - Manal Abdullah Alohali; Nasir Saleem; Delel Rhouma; Mohamed Medani; Hela Elmannai; Sami Bourouis (IEEE Access, 2024)

Squeeze-and-excitation 3D convolutional attention recurrent network for end-to-end speech emotion recognition. - Nasir Saleem; Hela Elmannai; Sami Bourouis; Aymen Trigui (Appl. Soft Comput., 2024)

B-LPoET: A middleware lightweight Proof-of-Elapsed Time (PoET) for efficient distributed transaction execution and security on Blockchain using multithreading technology. - Abdullah Ayub Khan; Sami Dhabi; Jing Yang 054; Wajdi Alhakami; Sami Bourouis; Lip Yee Por (Comput. Electr. Eng., 2024)

Time domain speech enhancement with CNN and time-attention transformer. - Nasir Saleem; Teddy Surya Gunawan; Sami Dhahbi; Sami Bourouis (Digit. Signal Process., 2024)

Lightweight Real-Time Recurrent Models for Speech Enhancement and Automatic Speech Recognition. - Sami Dhahbi; Nasir Saleem; Teddy Surya Gunawan; Sami Bourouis; Imad Ali; Aymen Trigui; Abeer D. Algarni (Int. J. Interact. Multim. Artif. Intell., 2024)

Harnessing Multimodal Data and Deep Learning for Comprehensive Gait Analysis in Pediatric Cerebral Palsy. - Jing Yang 054; Liangyu Li; Lip Yee Por; Sami Bourouis; Sami Dhahbi; Abdullah Ayub Khan (IEEE Trans. Consumer Electron., 2024)

Mitosis detection and classification for breast cancer diagnosis: What we know and what is next. - Rafi Ullah Khalil; Muhammad Sajjad; Sami Dhahbi; Sami Bourouis; Mohammad Hijji; Khan Muhammad 001 (Comput. Biol. Medicine, 2025)

MFFR-net: Multi-scale feature fusion and attentive recalibration network for deep neural speech enhancement. - Nasir Saleem; Sami Bourouis (Digit. Signal Process., 2025)

Wastewater treatment monitoring: Fault detection in sensors using transductive learning and improved reinforcement learning. - Jing Yang 054; Ke Tian; Huayu Zhao; Zheng Feng; Sami Bourouis; Sami Dhahbi; Abdullah Ayub Khan; Mouhebeddine Berrima; Lip Yee Por (Expert Syst. Appl., 2025)

LLM-AE-MP: Web Attack Detection Using a Large Language Model with Autoencoder and Multilayer Perceptron. - Jing Yang 054; Yuangui Wu; Yuping Yuan; Haozhong Xue; Sami Bourouis; Mahmoud Abdel-Salam; Sunil Prajapat; Lip Yee Por (Expert Syst. Appl., 2025)

Deep learning techniques for hand vein biometrics: A comprehensive review. - Mustapha Hemis; Hamza Kheddar; Sami Bourouis; Nasir Saleem (Inf. Fusion, 2025)

CTSE-Net: Resource-efficient convolutional and TF-transformer network for speech enhancement. - Nasir Saleem; Sami Bourouis; Hela Elmannai; Abeer D. Algarni (Knowl. Based Syst., 2025)

Building Privacy-Preserving Medical Text Models With a Pretrained Transformer. - Muhammad Shafiq 003; Lijing Ren; Gautam Srivastava 001; Denghui Zhang; Sami Bourouis; Thippa Reddy Gadekallu (IEEE Internet Things J., 2025)