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2020 – today
- 2025
[j54]Jing Yang, Ke Tian, Huayu Zhao, Zheng Feng, Sami Bourouis, Sami Dhahbi, Abdullah Ayub Khan, Mouhebeddine Berrima, Lip Yee Por:
Wastewater treatment monitoring: Fault detection in sensors using transductive learning and improved reinforcement learning. Expert Syst. Appl. 264: 125805 (2025)- [j53]Mustapha Hemis
, Hamza Kheddar, Sami Bourouis, Nasir Saleem:
Deep learning techniques for hand vein biometrics: A comprehensive review. Inf. Fusion 114: 102716 (2025) - 2024
- [j52]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: 21287-21303 (2024) - [j51]Manal Abdullah Alohali, Nasir Saleem, Delel Rhouma, Mohamed Medani, Hela Elmannai, Sami Bourouis:
Temporally Dynamic Spiking Transformer Network for Speech Enhancement. IEEE Access 12: 146513-146526 (2024) - [j50]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: 111735 (2024) - [j49]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: 109343 (2024) - [j48]Nasir Saleem, Teddy Surya Gunawan, Sami Dhahbi, Sami Bourouis:
Time domain speech enhancement with CNN and time-attention transformer. Digit. Signal Process. 147: 104408 (2024) - [j47]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): 74 (2024) - [i2]Mustapha Hemis, Hamza Kheddar, Sami Bourouis, Nasir Saleem:
Deep Learning Techniques for Hand Vein Biometrics: A Comprehensive Review. CoRR abs/2409.07128 (2024) - 2023
- [j46]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: 52862-52876 (2023) - [j45]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: 75528-75545 (2023) - [j44]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: 114172-114186 (2023) - [j43]Sami Bourouis, Nizar Bouguila:
Unsupervised Learning Using Expectation Propagation Inference of Inverted Beta-Liouville Mixture Models for Pattern Recognition Applications. Cybern. Syst. 54(4): 474-498 (2023) - [j42]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: 107197 (2023) - [j41]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: 107293 (2023) - [j40]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) - [j39]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): 119041 (2023) - [j38]Sami Bourouis, Nizar Bouguila:
Expectation propagation learning of finite and infinite Gamma mixture models and its applications. Multim. Tools Appl. 82(21): 33267-33284 (2023) - [c25]Sami Bourouis:
Recent Advances in Statistical Mixture Models: Challenges and Applications. ICPRAM 2023: 312-319 - 2022
- [j37]Tarim Dar, Ali Javed, Sami Bourouis, Hany S. Hussein, Hammam A. Alshazly:
Efficient-SwishNet Based System for Facial Emotion Recognition. IEEE Access 10: 71311-71328 (2022) - [j36]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: 105618 (2022) - [j35]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: 108205 (2022) - [j34]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: 108387 (2022) - [j33]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: 48-56 (2022) - [j32]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: 109-117 (2022) - [j31]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): 340-346 (2022) - [j30]Sami Bourouis:
Detection of coronavirus disease using texture analysis and machine learning methods. Int. J. Intell. Eng. Informatics 10(3): 196-211 (2022) - [j29]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: 325-362 (2022) - [j28]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(10 Part B): 9905-9914 (2022) - [j27]Sami Bourouis, Yogesh Pawar, Nizar Bouguila:
Entropy-Based Variational Scheme with Component Splitting for the Efficient Learning of Gamma Mixtures. Sensors 22(1): 186 (2022) - [i1]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 abs/2209.05449 (2022) - 2021
- [j26]Sami Bourouis, Hassen Sallay, Nizar Bouguila:
A Competitive Generalized Gamma Mixture Model for Medical Image Diagnosis. IEEE Access 9: 13727-13736 (2021) - [j25]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: 71170-71183 (2021) - [j24]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): 6 (2021) - [j23]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): 1989-2002 (2021) - [j22]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): 7 (2021) - [j21]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): 5809-5831 (2021) - [j20]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): 2991 (2021) - [j19]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): 2450 (2021) - 2020
- [j18]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): 18-30 (2020) - [j17]Sami Bourouis, Roobaea Alroobaea, Saeed Rubaiee, Anas Ahmed:
Toward Effective Medical Image Analysis Using Hybrid Approaches - Review, Challenges and Applications. Inf. 11(3): 155 (2020) - [j16]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): 10611-10628 (2020) - [j15]Sami Bourouis, Roobaea Alroobaea, Abdullah M. Alharbi, Murad Andejany, Saeed Rubaiee:
Recent Advances in Digital Multimedia Tampering Detection for Forensics Analysis. Symmetry 12(11): 1811 (2020) - [c24]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: 1-6
2010 – 2019
- 2019
- [j14]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: 1107-1117 (2019) - [j13]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: 52181-52190 (2019) - [j12]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): 18669-18691 (2019) - [j11]Sami Bourouis, Yacine Laalaoui, Nizar Bouguila:
Bayesian frameworks for traffic scenes monitoring via view-based 3D cars models recognition. Multim. Tools Appl. 78(13): 18813-18833 (2019) - [j10]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): 5799-5813 (2019) - 2018
- [j9]Wentao Fan, Nizar Bouguila, Sami Bourouis, Yacine Laalaoui:
Entropy-based variational Bayes learning framework for data clustering. IET Image Process. 12(10): 1762-1772 (2018) - [j8]Sami Bourouis, Yacine Laalaoui, Nizar Bouguila:
A purely Bayesian approach for proportional visual data modelling. Int. J. Intell. Eng. Informatics 6(5): 491-508 (2018) - [j7]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): 25591-25606 (2018) - [c23]Ines Channoufi, Sami Bourouis, Nizar Bouguila, Kamel Hamrouni:
Color image segmentation with bounded generalized Gaussian mixture model and feature selection. ATSIP 2018: 1-6 - [c22]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: 1-4 - [c21]Ines Channoufi, Sami Bourouis, Nizar Bouguila, Kamel Hamrouni:
A Flexible Statistical Model for Image Denoising. ICIAR 2018: 30-38 - [c20]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: 408-415 - [c19]Sami Bourouis, Atef Zaguia, Nizar Bouguila:
Hybrid Statistical Framework for Diabetic Retinopathy Detection. ICIAR 2018: 687-694 - [c18]Ines Channoufi, Sami Bourouis, Nizar Bouguila, Kamel Hamrouni:
Spatially Constrained Mixture Model with Feature Selection for Image and Video Segmentation. ICISP 2018: 36-44 - [c17]Sami Bourouis, Nizar Bouguila, Yexing Li, Muhammad Azam:
Visual Scene Reconstruction Using a Bayesian Learning Framework. ICISP 2018: 225-232 - [c16]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: 342-354 - [c15]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: 1841-1847 - 2017
- [c14]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: 71-75 - [c13]Fatma Najar, Sami Bourouis, Nizar Bouguila, Safya Belghith:
A Comparison Between Different Gaussian-Based Mixture Models. AICCSA 2017: 704-708 - 2016
- [j6]Wentao Fan, Hassen Sallay, Nizar Bouguila, Sami Bourouis:
Variational learning of hierarchical infinite generalized Dirichlet mixture models and applications. Soft Comput. 20(3): 979-990 (2016) - [c12]Ines Channoufi, Sami Bourouis, Kamel Hamrouni, Nizar Bouguila:
Deformable models based object tracking: Challenges and current researches. ICMCS 2016: 35-40 - 2015
- [j5]Wentao Fan, Hassen Sallay, Nizar Bouguila, Sami Bourouis:
A hierarchical Dirichlet process mixture of generalized Dirichlet distributions for feature selection. Comput. Electr. Eng. 43: 48-65 (2015) - [j4]Hassen Sallay, Sami Bourouis:
Intrusion detection alert management for high-speed networks: current researches and applications. Secur. Commun. Networks 8(18): 4362-4372 (2015) - [c11]Sami Bourouis:
Adaptive Variational Model and Learning-based SVM for Medical Image Segmentation. ICPRAM (1) 2015: 149-156 - 2014
- [j3]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): 2329-2336 (2014) - [c10]Takwa Chihaoui, Sami Bourouis, Kamel Hamrouni:
Copy-move image forgery detection based on SIFT descriptors and SVD-matching. ATSIP 2014: 125-129 - [c9]Wentao Fan, Hassen Sallay, Nizar Bouguila, Sami Bourouis:
A Hierarchical Infinite Generalized Dirichlet Mixture Model with Feature Selection. ICAIS 2014: 1-10 - [c8]Hassen Sallay, Sami Bourouis, Nizar Bouguila:
Web Service Intrusion Detection Using a Probabilistic Framework. ICSEng 2014: 161-166 - 2013
- [c7]Sami Bourouis, Ines Chennoufi, Kamel Hamrouni:
Multimodal Bone Cancer Detection Using Fuzzy Classification and Variational Model. CIARP (1) 2013: 174-181 - [c6]Hassen Sallay, Adel Ammar, Majdi Ben Saad, Sami Bourouis:
A Real Time Adaptive Intrusion Detection Alert Classifier for High Speed Networks. NCA 2013: 73-80 - 2012
- [c5]Chadia Khraief, Sami Bourouis, Kamel Hamrouni:
Unsupervised video objects detection and tracking using region based level-set. ICMCS 2012: 201-206 - 2011
- [j2]Sami Bourouis, Kamel Hamrouni:
Fully Automatic Brain Tumor Segmentation Based on Multi-Modality MRI and Level-set. J. Ubiquitous Syst. Pervasive Networks 3(2): 47-54 (2011) - [c4]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: 221-225 - 2010
- [j1]Sami Bourouis, Kamel Hamrouni:
3D Segmentation of MRI Brain Using Level Set and Unsupervised Classification. Int. J. Image Graph. 10(1): 135-154 (2010)
2000 – 2009
- 2008
- [c3]Sami Bourouis, Kamel Hamrouni, Nacim Betrouni:
Automatic MRI Brain Segmentation with Combined Atlas-Based Classification and Level-Set Approach. ICIAR 2008: 770-778 - [c2]Sami Bourouis, Kamel Hamrouni, Mounir Dhibi:
Multiresolution Mesh Segmentation of MRI Brain Using Classification and Discrete Curvature. VISAPP (1) 2008: 421-426 - [c1]Sami Bourouis, Kamel Hamrouni:
A Fast and Robust Method for Volumetric MRI Brain Extraction. VISAPP (1) 2008: 461-466
Coauthor Index
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