Sami Bourouis

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 65

Top Topics

Dirichlet Process Mixture

Forgery Detection

Speech Enhancement

Top Venues

Multim. Tools Appl.

Comput. Electr. Eng.

Publications

Sami Dhahbi, Nasir Saleem, Teddy Surya Gunawan, Sami Bourouis, Imad Ali, Aymen Trigui, Abeer D. Algarni
Lightweight Real-Time Recurrent Models for Speech Enhancement and Automatic Speech Recognition. Int. J. Interact. Multim. Artif. Intell. 8 (6) (2024)
Nasir Saleem, Hela Elmannai, Sami Bourouis, Aymen Trigui
Squeeze-and-excitation 3D convolutional attention recurrent network for end-to-end speech emotion recognition. Appl. Soft Comput. 161 (2024)
Abdullah Ayub Khan, Sami Dhabi, Jing Yang, Wajdi Alhakami, Sami Bourouis, Lip Yee Por
B-LPoET: A middleware lightweight Proof-of-Elapsed Time (PoET) for efficient distributed transaction execution and security on Blockchain using multithreading technology. Comput. Electr. Eng. 118 (2024)
Nasir Saleem, Teddy Surya Gunawan, Sami Dhahbi, Sami Bourouis
Time domain speech enhancement with CNN and time-attention transformer. Digit. Signal Process. 147 (2024)
Jawad Ali, Nasir Saleem, Sami Bourouis, Eatedal Alabdulkreem, Hela El Mannai, Sami Dhahbi
Spatio-Temporal Features Representation Using Recurrent Capsules for Monaural Speech Enhancement. IEEE Access 12 (2024)
Sami Bourouis
Recent Advances in Statistical Mixture Models: Challenges and Applications. ICPRAM (2023)
Poongodi Manoharan, Ranjan Walia, Celestine Iwendi, Tariq Ahamed Ahanger, S. T. Suganthi, M. M. Kamruzzaman, Sami Bourouis, Wajdi Alhakami, Mounir Hamdi
SVM-based generative adverserial networks for federated learning and edge computing attack model and outpoising. Expert Syst. J. Knowl. Eng. 40 (5) (2023)
Nasir Saleem, Teddy Surya Gunawan, Muhammad Shafi, Sami Bourouis, Aymen Trigui
Multi-Attention Bottleneck for Gated Convolutional Encoder-Decoder-Based Speech Enhancement. IEEE Access 11 (2023)
Sami Bourouis, Nizar Bouguila
Unsupervised Learning Using Expectation Propagation Inference of Inverted Beta-Liouville Mixture Models for Pattern Recognition Applications. Cybern. Syst. 54 (4) (2023)
Zhiqing Chen, Li Xinxian, Ran Guo, Lejun Zhang, Sami Dhahbi, Sami Bourouis, Lei Liu, Xianchuan Wang
Dispersed differential hunger games search for high dimensional gene data feature selection. Comput. Biol. Medicine 163 (2023)
Syed Muhammad Ahmed Hassan Shah, Asad Ullah, Jawaid Iqbal, Sami Bourouis, Syed Sajid Ullah, Saddam Hussain, Muhammad Qasim Khan, Yaser Ali Shah, Ghulam Mustafa
Classifying and Localizing Abnormalities in Brain MRI Using Channel Attention Based Semi-Bayesian Ensemble Voting Mechanism and Convolutional Auto-Encoder. IEEE Access 11 (2023)
Yupeng Li, Yujie Fu, Yining Liu, Dong Zhao, Lei Liu, Sami Bourouis, Abeer D. Algarni, Chuyue Zhong, Peiliang Wu
An optimized machine learning method for predicting wogonin therapy for the treatment of pulmonary hypertension. Comput. Biol. Medicine 164 (2023)
Sami Bourouis, Nizar Bouguila
Expectation propagation learning of finite and infinite Gamma mixture models and its applications. Multim. Tools Appl. 82 (21) (2023)
Xiao Yang, Rui Wang, Dong Zhao, Fanhua Yu, Chunyu Huang, Ali Asghar Heidari, Zhennao Cai, Sami Bourouis, Abeer D. Algarni, Huiling Chen
An adaptive quadratic interpolation and rounding mechanism sine cosine algorithm with application to constrained engineering optimization problems. Expert Syst. Appl. 213 (Part) (2023)
Momina Masood, Marriam Nawaz, Tahira Nazir, Ali Javed, Reem Alkanhel, Hela Elmannai, Sami Dhahbi, Sami Bourouis
MaizeNet: A Deep Learning Approach for Effective Recognition of Maize Plant Leaf Diseases. IEEE Access 11 (2023)
Abdur Rab Dhruba, Kazi Nabiul Alam, Md Shakib Khan, Sami Bourouis, Mohammad Monirujjaman Khan
Development of an IoT-Based Sleep Apnea Monitoring System for Healthcare Applications. CoRR (2022)
Hang Su, Dong Zhao, Hela Elmannai, Ali Asghar Heidari, Sami Bourouis, Zongda Wu, Zhennao Cai, Wenyong Gui, Mayun Chen
Multilevel threshold image segmentation for COVID-19 chest radiography: A framework using horizontal and vertical multiverse optimization. Comput. Biol. Medicine 146 (2022)
Naeem Ullah, Ali Javed, Mustansar Ali Ghazanfar, Abdulmajeed Alsufyani, Sami Bourouis
A novel DeepMaskNet model for face mask detection and masked facial recognition. J. King Saud Univ. Comput. Inf. Sci. 34 (Issue 10, Part B) (2022)
Sabir Ali Changazi, Asim Dilawar Bakhshi, Muhammad Yousaf, Muhammad Hasan Islam, Syed Muhammad Mohsin, Shahab S. Band, Abdulmajeed Alsufyani, Sami Bourouis
GA-based geometrically optimized topology robustness to improve ambient intelligence for future internet of things. Comput. Commun. 193 (2022)
M. Poongodi, Sami Bourouis, Ahmed Najat Ahmed, Vijayaragavan M., Venkatesan K. G. S., Wajdi Alhakami, Mounir Hamdi
A Novel Secured Multi-Access Edge Computing based VANET with Neuro fuzzy systems based Blockchain Framework. Comput. Commun. 192 (2022)
Ramesh T. R., Vijayaragavan M., M. Poongodi, Mounir Hamdi, Huihui Wang, Sami Bourouis
Peer-to-peer trust management in intelligent transportation system: An Aumann's agreement theorem based approach. ICT Express 8 (3) (2022)
Sami Bourouis
Detection of coronavirus disease using texture analysis and machine learning methods. Int. J. Intell. Eng. Informatics 10 (3) (2022)
Tarim Dar, Ali Javed, Sami Bourouis, Hany S. Hussein, Hammam A. Alshazly
Efficient-SwishNet Based System for Facial Emotion Recognition. IEEE Access 10 (2022)
Manjari Singh Rathore, M. Poongodi, Praneet Saurabh, Umesh Kumar Lilhore, Sami Bourouis, Wajdi Alhakami, Jude Osamor, Mounir Hamdi
A novel trust-based security and privacy model for Internet of Vehicles using encryption and steganography. Comput. Electr. Eng. 102 (2022)
Farjana Khanam Nishi, Mahizebin Shams-E.-Mofiz, Mohammad Monirujjaman Khan, Abdulmajeed Alsufyani, Sami Bourouis, Punit Gupta, Dinesh Kumar Saini
Electronic Healthcare Data Record Security Using Blockchain and Smart Contract. J. Sensors 2022 (2022)
Yun Liu, Ali Asghar Heidari, Zhennao Cai, Guoxi Liang, Huiling Chen, Zhifang Pan, Abdulmajeed Alsufyani, Sami Bourouis
Simulated annealing-based dynamic step shuffled frog leaping algorithm: Optimal performance design and feature selection. Neurocomputing 503 (2022)
Kazi Tamzid Akhter Md Hasib, Ixion Chowdhury, Saadman Sakib, Mohammad Monirujjaman Khan, Nawal Alsufyani, Abdulmajeed Alsufyani, Sami Bourouis
Electronic Health Record Monitoring System and Data Security Using Blockchain Technology. Secur. Commun. Networks 2022 (2022)
Sami Bourouis, Yogesh Pawar, Nizar Bouguila
Entropy-Based Variational Scheme with Component Splitting for the Efficient Learning of Gamma Mixtures. Sensors 22 (1) (2022)
Manjari Singh Rathore, M. Poongodi, Praneet Saurabh, Umesh Kumar Lilhore, Sami Bourouis, Wajdi Alhakami, Jude Osamor, Mounir Hamdi
Corrigendum to "A novel trust-based security and privacy model for Internet of Vehicles using encryption and steganography" CAEE, Volume 102, September 2022, 108205. Comput. Electr. Eng. 103 (2022)
Ahmed H. Almulihi, Fahd S. Alharithi, Sami Bourouis, Roobaea Alroobaea, Yogesh Pawar, Nizar Bouguila
Oil Spill Detection in SAR Images Using Online Extended Variational Learning of Dirichlet Process Mixtures of Gamma Distributions. Remote. Sens. 13 (15) (2021)
Sami Bourouis, Nizar Bouguila
Nonparametric learning approach based on infinite flexible mixture model and its application to medical data analysis. Int. J. Imaging Syst. Technol. 31 (4) (2021)
Tahia Tazin, Sraboni Sarker, Punit Gupta, Fozayel Ibn Ayaz, Sumaia Islam, Mohammad Monirujjaman Khan, Sami Bourouis, Sahar Ahmed Idris, Hammam Alshazly
A Robust and Novel Approach for Brain Tumor Classification Using Convolutional Neural Network. Comput. Intell. Neurosci. 2021 (2021)
Hassen Sallay, Sami Bourouis, Nizar Bouguila
Online Learning of Finite and Infinite Gamma Mixture Models for COVID-19 Detection in Medical Images. Comput. 10 (1) (2021)
Sami Bourouis, Ines Channoufi, Roobaea Alroobaea, Saeed Rubaiee, Murad Andejany, Nizar Bouguila
Color object segmentation and tracking using flexible statistical model and level-set. Multim. Tools Appl. 80 (4) (2021)
Sami Bourouis, Abdullah Alharbi, Nizar Bouguila
Bayesian Learning of Shifted-Scaled Dirichlet Mixture Models and Its Application to Early COVID-19 Detection in Chest X-ray Images. J. Imaging 7 (1) (2021)
Fahd S. Alharithi, Ahmed H. Almulihi, Sami Bourouis, Roobaea Alroobaea, Nizar Bouguila
Discriminative Learning Approach Based on Flexible Mixture Model for Medical Data Categorization and Recognition. Sensors 21 (7) (2021)
Hasin Shahed Shad, Md. Mashfiq Rizvee, Nishat Tasnim Roza, S. M. Ahsanul Hoq, Mohammad Monirujjaman Khan, Arjun Singh, Atef Zaguia, Sami Bourouis
Comparative Analysis of Deepfake Image Detection Method Using Convolutional Neural Network. Comput. Intell. Neurosci. 2021 (2021)
Sami Bourouis, Hassen Sallay, Nizar Bouguila
A Competitive Generalized Gamma Mixture Model for Medical Image Diagnosis. IEEE Access 9 (2021)
Sami Bourouis, Roobaea Alroobaea, Saeed Rubaiee, Murad Andejany, Fahad M. Almansour, Nizar Bouguila
Markov Chain Monte Carlo-Based Bayesian Inference for Learning Finite and Infinite Inverted Beta-Liouville Mixture Models. IEEE Access 9 (2021)
Fatma Najar, Sami Bourouis, Nizar Bouguila, Safya Belghith
A new hybrid discriminative/generative model using the full-covariance multivariate generalized Gaussian mixture models. Soft Comput. 24 (14) (2020)
Roobaea Alroobaea, Saeed Rubaiee, Sami Bourouis, Nizar Bouguila, Abdulmajeed Alsufyani
Bayesian inference framework for bounded generalized Gaussian-based mixture model and its application to biomedical images classification. Int. J. Imaging Syst. Technol. 30 (1) (2020)
Sami Bourouis, Roobaea Alroobaea, Abdullah M. Alharbi, Murad Andejany, Saeed Rubaiee
Recent Advances in Digital Multimedia Tampering Detection for Forensics Analysis. Symmetry 12 (11) (2020)
Sami Bourouis, Roobaea Alroobaea, Saeed Rubaiee, Anas Ahmed
Toward Effective Medical Image Analysis Using Hybrid Approaches - Review, Challenges and Applications. Inf. 11 (3) (2020)
Fatma Najar, Sami Bourouis, Marwan Ibrahim Alshar'e, Roobaea Alroobaea, Nizar Bouguila, Ali H. Al-Badi, Ines Channoufi
Efficient Statistical Learning Framework with Applications to Human Activity and Facial Expression Recognition. ATSIP (2020)
Sami Bourouis, Yacine Laalaoui, Nizar Bouguila
Bayesian frameworks for traffic scenes monitoring via view-based 3D cars models recognition. Multim. Tools Appl. 78 (13) (2019)
Sami Bourouis, Faisal R. Al-Osaimi, Nizar Bouguila, Hassen Sallay, Fahd M. Aldosari, Mohamed Al Mashrgy
Bayesian inference by reversible jump MCMC for clustering based on finite generalized inverted Dirichlet mixtures. Soft Comput. 23 (14) (2019)
Fatma Najar, Sami Bourouis, Nizar Bouguila, Safya Belghith
Unsupervised learning of finite full covariance multivariate generalized Gaussian mixture models for human activity recognition. Multim. Tools Appl. 78 (13) (2019)
Sami Bourouis, Atef Zaguia, Nizar Bouguila, Roobaea Alroobaea
Deriving Probabilistic SVM Kernels From Flexible Statistical Mixture Models and its Application to Retinal Images Classification. IEEE Access 7 (2019)
Wajdi Alhakami, Abdullah Alharbi, Sami Bourouis, Roobaea Alroobaea, Nizar Bouguila
Network Anomaly Intrusion Detection Using a Nonparametric Bayesian Approach and Feature Selection. IEEE Access 7 (2019)
Ines Channoufi, Sami Bourouis, Nizar Bouguila, Kamel Hamrouni
Image and video denoising by combining unsupervised bounded generalized gaussian mixture modeling and spatial information. Multim. Tools Appl. 77 (19) (2018)
Wentao Fan, Nizar Bouguila, Sami Bourouis, Yacine Laalaoui
Entropy-based variational Bayes learning framework for data clustering. IET Image Process. 12 (10) (2018)
Ines Channoufi, Sami Bourouis, Nizar Bouguila, Kamel Hamrouni
Color image segmentation with bounded generalized Gaussian mixture model and feature selection. ATSIP (2018)
Sami Bourouis, Yacine Laalaoui, Nizar Bouguila
A purely Bayesian approach for proportional visual data modelling. Int. J. Intell. Eng. Informatics 6 (5) (2018)
Sami Bourouis, Atef Zaguia, Nizar Bouguila
Hybrid Statistical Framework for Diabetic Retinopathy Detection. ICIAR (2018)
Ines Channoufi, Sami Bourouis, Nizar Bouguila, Kamel Hamrouni
A Flexible Statistical Model for Image Denoising. ICIAR (2018)
Ines Channoufi, Sami Bourouis, Nizar Bouguila, Kamel Hamrouni
Spatially Constrained Mixture Model with Feature Selection for Image and Video Segmentation. ICISP (2018)
Fahd M. Aldosari, Sami Bourouis, Nizar Bouguila, Hassen Sallay, Khalid M. Jamil Khayyat
Infinite Scaled Dirichlet Mixture Models for Spam Filtering via Bayesian and Variational Bayes Learning. iThings/GreenCom/CPSCom/SmartData (2018)
Fatma Najar, Sami Bourouis, Atef Zaguia, Nizar Bouguila, Safya Belghith
Unsupervised Human Action Categorization Using a Riemannian Averaged Fixed-Point Learning of Multivariate GGMM. ICIAR (2018)
Wentao Fan, Sami Bourouis, Nizar Bouguila, Fahd M. Aldosari, Hassen Sallay, K. M. Jamil Khayyat
EP-Based Infinite Inverted Dirichlet Mixture Learning: Application to Image Spam Detection. IEA/AIE (2018)
Fatma Najar, Sami Bourouis, Nizar Bouguila, Safya Belghith
A Fixed-Point Estimation Algorithm for Learning the Multivariate GGMM: Application to Human Action Recognition. CCECE (2018)
Sami Bourouis, Nizar Bouguila, Yexing Li, Muhammad Azam
Visual Scene Reconstruction Using a Bayesian Learning Framework. ICISP (2018)
Sami Bourouis, Faisal R. Al-Osaimi, Nizar Bouguila, Hassen Sallay, Fahd M. Aldosari, Mohamed Al Mashrgy
Video Forgery Detection Using a Bayesian RJMCMC-Based Approach. AICCSA (2017)
Fatma Najar, Sami Bourouis, Nizar Bouguila, Safya Belghith
A Comparison Between Different Gaussian-Based Mixture Models. AICCSA (2017)
Wentao Fan, Hassen Sallay, Nizar Bouguila, Sami Bourouis
Variational learning of hierarchical infinite generalized Dirichlet mixture models and applications. Soft Comput. 20 (3) (2016)
Ines Channoufi, Sami Bourouis, Kamel Hamrouni, Nizar Bouguila
Deformable models based object tracking: Challenges and current researches. ICMCS (2016)
Wentao Fan, Hassen Sallay, Nizar Bouguila, Sami Bourouis
A hierarchical Dirichlet process mixture of generalized Dirichlet distributions for feature selection. Comput. Electr. Eng. 43 (2015)
Sami Bourouis
Adaptive Variational Model and Learning-based SVM for Medical Image Segmentation. ICPRAM (1) (2015)
Hassen Sallay, Sami Bourouis
Intrusion detection alert management for high-speed networks: current researches and applications. Secur. Commun. Networks 8 (18) (2015)
Takwa Chihaoui, Sami Bourouis, Kamel Hamrouni
Copy-move image forgery detection based on SIFT descriptors and SVD-matching. ATSIP (2014)
Hassen Sallay, Sami Bourouis, Nizar Bouguila
Web Service Intrusion Detection Using a Probabilistic Framework. ICSEng (2014)
Wentao Fan, Hassen Sallay, Nizar Bouguila, Sami Bourouis
A Hierarchical Infinite Generalized Dirichlet Mixture Model with Feature Selection. ICAIS (2014)
Sami Bourouis, Mohamed Al Mashrgy, Nizar Bouguila
Bayesian learning of finite generalized inverted Dirichlet mixtures: Application to object classification and forgery detection. Expert Syst. Appl. 41 (5) (2014)
Sami Bourouis, Ines Chennoufi, Kamel Hamrouni
Multimodal Bone Cancer Detection Using Fuzzy Classification and Variational Model. CIARP (1) (2013)
Hassen Sallay, Adel Ammar, Majdi Ben Saad, Sami Bourouis
A Real Time Adaptive Intrusion Detection Alert Classifier for High Speed Networks. NCA (2013)
Chadia Khraief, Sami Bourouis, Kamel Hamrouni
Unsupervised video objects detection and tracking using region based level-set. ICMCS (2012)
Sami Bourouis, Kamel Hamrouni
Fully Automatic Brain Tumor Segmentation Based on Multi-Modality MRI and Level-set. J. Ubiquitous Syst. Pervasive Networks 3 (2) (2011)
Makram Mestiri, Sami Bourouis, Kamel Hamrouni
Automatic Mesh Segmentation using Atlas Projection and Thin Plate Spline - Application for a Segmentation of Skull Ossicles. VISAPP (2011)
Sami Bourouis, Kamel Hamrouni
3D Segmentation of MRI Brain Using Level Set and Unsupervised Classification. Int. J. Image Graph. 10 (1) (2010)
Sami Bourouis, Kamel Hamrouni, Mounir Dhibi
Multiresolution Mesh Segmentation of MRI Brain Using Classification and Discrete Curvature. VISAPP (1) (2008)
Sami Bourouis, Kamel Hamrouni, Nacim Betrouni
Automatic MRI Brain Segmentation with Combined Atlas-Based Classification and Level-Set Approach. ICIAR (2008)
Sami Bourouis, Kamel Hamrouni
A Fast and Robust Method for Volumetric MRI Brain Extraction. VISAPP (1) (2008)