S. Bourouis

发表

Classification of COVID-19 and Pneumonia Using Deep Transfer Learning

Mainuzzaman Mahin, Sajid Tonmoy, Rufaed Islam, 2021, Journal of healthcare engineering.

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

Sami Bourouis, Nizar Bouguila, Mohamed Al Mashrgy, 2014, Expert Syst. Appl..

Comparative Analysis for Prediction of Kidney Disease Using Intelligent Machine Learning Methods

Mohammad Monirujjaman Khan, Tahia Tazin, S. Bourouis, 2021, Computational and mathematical methods in medicine.

Evaluating the Impact of COVID-19 on Society, Environment, Economy, and Education

Sahar Ahmed Idris, S. Bourouis, H. Alshazly, 2021, Sustainability.

Electronic Health Record Monitoring System and Data Security Using Blockchain Technology

Mohammad Monirujjaman Khan, S. Bourouis, A. Alsufyani, 2022, Secur. Commun. Networks.

Online Learning of Finite and Infinite Gamma Mixture Models for COVID-19 Detection in Medical Images

N. Bouguila, S. Bourouis, H. Sallay, 2020, Comput..

IoT-Based Smart Health Monitoring System for COVID-19 Patients

Mohammad Monirujjaman Khan, S. Bourouis, Safia Mehnaz, 2021, Computational and mathematical methods in medicine.

Development of an IoT-Based Sleep Apnea Monitoring System for Healthcare Applications

Mohammad Monirujjaman Khan, Kazi Nabiul Alam, S. Bourouis, 2021, Computational and mathematical methods in medicine.

Multilevel threshold image segmentation for COVID-19 chest radiography: A framework using horizontal and vertical multiverse optimization

Ali Asghar Heidari, Dong Zhao, S. Bourouis, 2022, Computers in Biology and Medicine.

Electronic Healthcare Data Record Security Using Blockchain and Smart Contract

Mohammad Monirujjaman Khan, S. Bourouis, A. Alsufyani, 2022, J. Sensors.

Simulated annealing-based dynamic step shuffled frog leaping algorithm: Optimal performance design and feature selection

Ali Asghar Heidari, Guoxi Liang, S. Bourouis, 2022, Neurocomputing.

A novel trust-based security and privacy model for Internet of Vehicles using encryption and steganography

Manjari Singh Rathore, S. Bourouis, U. Lilhore, 2022, Comput. Electr. Eng..

Blockchain-Aware Distributed Dynamic Monitoring: A Smart Contract for Fog-Based Drone Management in Land Surface Changes

Z. A. Shaikh, A. Laghari, S. Bourouis, 2021, Atmosphere.

Evaluation of Neuro Images for the Diagnosis of Alzheimer's Disease Using Deep Learning Neural Network

S. Bourouis, Mounir Hamdi, A. A, 2022, Frontiers in Public Health.

An adaptive quadratic interpolation and rounding mechanism sine cosine algorithm with application to constrained engineering optimization problems

A. Algarni, Dong Zhao, Fanhua Yu, 2022, Expert Syst. Appl..

Design and Analysis of a 5G Wideband Antenna for Wireless Body-Centric Network

Mohammad Monirrujjman Khan, Myriam Hadjouni, S. Bourouis, 2022, Wireless Communications and Mobile Computing.

Bayesian inference by reversible jump MCMC for clustering based on finite generalized inverted Dirichlet mixtures

Faisal R. Al-Osaimi, Fahd M. Aldosari, N. Bouguila, 2018, Soft Computing.

A new hybrid discriminative/generative model using the full-covariance multivariate generalized Gaussian mixture models

S. Belghith, N. Bouguila, S. Bourouis, 2019, Soft Computing.

Detecting Deepfake Images Using Deep Learning Techniques and Explainable AI Methods

Rajesh Dey, Myriam Hadjouni, Mohammad Monirujjaman Khan, 2023, Intelligent Automation & Soft Computing.

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

Sami Bourouis, Hassen Sallay, Adel Ammar, 2013, 2013 IEEE 12th International Symposium on Network Computing and Applications.

Nonparametric learning approach based on infinite flexible mixture model and its application to medical data analysis

Sami Bourouis, Nizar Bouguila, N. Bouguila, 2021, Int. J. Imaging Syst. Technol..

Discriminative Learning Approach Based on Flexible Mixture Model for Medical Data Categorization and Recognition

Sami Bourouis, Nizar Bouguila, Roobaea Alroobaea, 2021, Sensors.

Bayesian Learning of Shifted-Scaled Dirichlet Mixture Models and Its Application to Early COVID-19 Detection in Chest X-ray Images

N. Bouguila, S. Bourouis, Abdullah Alharbi, 2021, J. Imaging.

A Competitive Generalized Gamma Mixture Model for Medical Image Diagnosis

Sami Bourouis, Nizar Bouguila, Hassen Sallay, 2021, IEEE Access.

A Novel Optimization for GPU Mining Using Overclocking and Undervolting

Syed Sajid Ullah, A. Algarni, Salil Bharany, 2022, Sustainability.

Network Anomaly Intrusion Detection Using a Nonparametric Bayesian Approach and Feature Selection

Sami Bourouis, Nizar Bouguila, Wajdi Alhakami, 2019, IEEE Access.

Boosted backtracking search optimization with information exchange for photovoltaic system evaluation

Ali Asghar Heidari, Guoxi Liang, S. Bourouis, 2022, Energy Science & Engineering.

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

Sami Bourouis, Hassen Sallay, S. Bourouis, 2015, Secur. Commun. Networks.

A novel DeepMaskNet model for face mask detection and masked facial recognition

S. Bourouis, A. Javed, M. Ghazanfar, 2022, Journal of King Saud University - Computer and Information Sciences.

Oil Spill Detection in SAR Images Using Online Extended Variational Learning of Dirichlet Process Mixtures of Gamma Distributions

Sami Bourouis, Nizar Bouguila, Roobaea Alroobaea, 2021, Remote. Sens..

Variational learning of hierarchical infinite generalized Dirichlet mixture models and applications

Sami Bourouis, Nizar Bouguila, Hassen Sallay, 2016, Soft Comput..

A Hierarchical Infinite Generalized Dirichlet Mixture Model with Feature Selection

Sami Bourouis, Nizar Bouguila, Hassen Sallay, 2014, ICAIS.

Infinite Scaled Dirichlet Mixture Models for Spam Filtering via Bayesian and Variational Bayes Learning

Sami Bourouis, Nizar Bouguila, Hassen Sallay, 2018, 2018 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData).

Design and Simulation of Ring Network-on-Chip for Different Configured Nodes

M. Kaur, Adesh Kumar, S. Bourouis, 2022, Computers, Materials & Continua.

Educational Blockchain: A Secure Degree Attestation and Verification Traceability Architecture for Higher Education Commission

Sami Bourouis, Asif Ali Laghari, Amir Madany Mamlouk, 2021, Applied Sciences.

Nonparametric Bayesian Learning of Infinite Multivariate Generalized Normal Mixture Models and Its Applications

Sami Bourouis, Nizar Bouguila, Saeed Rubaiee, 2021, Applied Sciences.

A new hybrid discriminative/generative model using the full-covariance multivariate generalized Gaussian mixture models

Fatma Najar, Sami Bourouis, Safya Belghith, 2020, Soft Comput..

Bayesian frameworks for traffic scenes monitoring via view-based 3D cars models recognition

Sami Bourouis, Nizar Bouguila, Yacine Laalaoui, 2019, Multimedia Tools and Applications.

Stroke Disease Detection and Prediction Using Robust Learning Approaches

Tahia Tazin, Mohammad Monirujjaman Khan, S. Bourouis, 2021, Journal of healthcare engineering.

Meta-Heuristic Algorithm-Tuned Neural Network for Breast Cancer Diagnosis Using Ultrasound Images

S. Band, S. Bourouis, S. Agrawal, 2022, Frontiers in Oncology.

Bayesian inference by reversible jump MCMC for clustering based on finite generalized inverted Dirichlet mixtures

Faisal R. Al-Osaimi, Hassen Sallay, Fahd M. Al-Dosari, 2019, Soft Comput..

Web Service Intrusion Detection Using a Probabilistic Framework

Sami Bourouis, Nizar Bouguila, Hassen Sallay, 2014, ICSEng.

A Robust and Novel Approach for Brain Tumor Classification Using Convolutional Neural Network

Sahar Ahmed Idris, Tahia Tazin, S. Bourouis, 2021, Comput. Intell. Neurosci..

Deep Learning Approach for Stages of Severity Classification in Diabetic Retinopathy Using Color Fundus Retinal Images

Mohammad Aman Ullah, S. Bourouis, Sunil Kumar, 2021, Mathematical Problems in Engineering.

Recent Advances in Digital Multimedia Tampering Detection for Forensics Analysis

Sami Bourouis, Saeed Rubaiee, Roobaea Alroobaea, 2020, Symmetry.

A Novel Secured Multi-Access Edge Computing based VANET with Neuro fuzzy systems based Blockchain Framework

S. Bourouis, M. Poongodi, Wajdi Alhakami, 2022, Comput. Commun..

Peer-to-peer trust management in intelligent transportation system: An Aumann's agreement theorem based approach

S. Bourouis, M. Poongodi, Mounir Hamdi, 2022, ICT Express.

Stability and Numerical Solutions of Second Wave Mathematical Modeling on COVID-19 and Omicron Outbreak Strategy of Pandemic: Analytical and Error Analysis of Approximate Series Solutions by Using HPM

K. Raahemifar, S. Bourouis, Mounir Hamdi, 2022, Mathematics.

Lightweight-BIoV: Blockchain Distributed Ledger Technology (BDLT) for Internet of Vehicles (IoVs)

A. Laghari, S. Bourouis, H. Elmannai, 2023, Electronics.

Expectation propagation learning of finite and infinite Gamma mixture models and its applications

N. Bouguila, S. Bourouis, 2023, Multimedia Tools and Applications.

An Online Kernel Adaptive Filtering-Based Approach for Mid-Price Prediction

Mohammad Aman Ullah, S. Bourouis, V. Mishra, 2022, Scientific Programming.

A Multi Parameter Forecasting for Stock Time Series Data Using LSTM and Deep Learning Model

Syed Sajid Ullah, A. Algarni, S. Bourouis, 2023, Mathematics.

Development of NLP-Integrated Intelligent Web System for E-Mental Health

Mohammad Monirujjaman Khan, S. Bourouis, Abid Hassan, 2021, Computational and mathematical methods in medicine.

Color object segmentation and tracking using flexible statistical model and level-set

Sami Bourouis, Nizar Bouguila, Saeed Rubaiee, 2020, Multimedia Tools and Applications.

Comparative Analysis of a Super-Wideband Millimeter Wave Array Antenna for Body-Centric Communications

Hany S. Hussein, Abdullah G. Alharbi, Mohammad Monirrujjman Khan, 2022, International Journal of Antennas and Propagation.

Flexible Statistical Learning Model for Unsupervised Image Modeling and Segmentation

Fatma Najar, Sami Bourouis, Ines Channoufi, 2019, Unsupervised and Semi-Supervised Learning.

Deformable models based object tracking: Challenges and current researches

Sami Bourouis, Nizar Bouguila, Kamel Hamrouni, 2016, 2016 5th International Conference on Multimedia Computing and Systems (ICMCS).

Comparative Analysis of Deepfake Image Detection Method Using Convolutional Neural Network

Atef Zaguia, Mohammad Monirujjaman Khan, S. Bourouis, 2021, Comput. Intell. Neurosci..

Toward Effective Medical Image Analysis Using Hybrid Approaches - Review, Challenges and Applications

Sami Bourouis, Saeed Rubaiee, Anas Ahmed, 2020, Inf..

An optimized machine learning method for predicting wogonin therapy for the treatment of pulmonary hypertension

A. Algarni, Dong Zhao, S. Bourouis, 2023, Comput. Biol. Medicine.

SVM‐based generative adverserial networks for federated learning and edge computing attack model and outpoising

S. Bourouis, C. Iwendi, M. Kamruzzaman, 2022, Expert Syst. J. Knowl. Eng..

Dispersed differential hunger games search for high dimensional gene data feature selection.

S. Dhahbi, Zhiqing Chen, S. Bourouis, 2023, Computers in biology and medicine.

MaizeNet: A Deep Learning Approach for Effective Recognition of Maize Plant Leaf Diseases

S. Dhahbi, S. Bourouis, A. Javed, 2023, IEEE Access.

Color image segmentation with bounded generalized Gaussian mixture model and feature selection

Sami Bourouis, Nizar Bouguila, Kamel Hamrouni, 2018, 2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

A Novel and Robust Approach to Detect Tuberculosis Using Transfer Learning

Tahia Tazin, Mohammad Monirujjaman Khan, S. Bourouis, 2021, Journal of healthcare engineering.

Deep Neural Network Based Vehicle Detection and Classification of Aerial Images

Arpit Jain, S. Bourouis, H. Alshazly, 2022, Intelligent Automation & Soft Computing.

Markov Chain Monte Carlo-Based Bayesian Inference for Learning Finite and Infinite Inverted Beta-Liouville Mixture Models

Sami Bourouis, Nizar Bouguila, Saeed Rubaiee, 2021, IEEE Access.

Inpainting forgery detection using hybrid generative/discriminative approach based on bounded generalized Gaussian mixture model

Sami Bourouis, Nizar Bouguila, Wajdi Alhakami, 2020, Applied Computing and Informatics.

Bayesian inference framework for bounded generalized Gaussian‐based mixture model and its application to biomedical images classification

Sami Bourouis, Nizar Bouguila, Saeed Rubaiee, 2019, Int. J. Imaging Syst. Technol..

Bayesian frameworks for traffic scenes monitoring via view-based 3D cars models recognition

N. Bouguila, S. Bourouis, Yacine Laalaoui, 2019, Multimedia Tools and Applications.

Entropy-based variational Bayes learning framework for data clustering

Sami Bourouis, Nizar Bouguila, Wentao Fan, 2018, IET Image Process..

Spatially Constrained Mixture Model with Feature Selection for Image and Video Segmentation

Sami Bourouis, Nizar Bouguila, Kamel Hamrouni, 2018, ICISP.

Visual Scene Reconstruction Using a Bayesian Learning Framework

Sami Bourouis, Nizar Bouguila, Muhammad Azam, 2018, ICISP.

Hybrid Statistical Framework for Diabetic Retinopathy Detection

Sami Bourouis, Nizar Bouguila, Atef Zaguia, 2018, ICIAR.

EP-Based Infinite Inverted Dirichlet Mixture Learning: Application to Image Spam Detection

Sami Bourouis, Nizar Bouguila, Hassen Sallay, 2018, IEA/AIE.

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

K. Hamrouni, N. Bouguila, S. Bourouis, 2018, Multimedia Tools and Applications.

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

Sami Bourouis, Nizar Bouguila, Hassen Sallay, 2015, Comput. Electr. Eng..

Efficient Statistical Learning Framework with Applications to Human Activity and Facial Expression Recognition

Sami Bourouis, Nizar Bouguila, Roobaea Alroobaea, 2020, 2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Unsupervised Learning Using Expectation Propagation Inference of Inverted Beta-Liouville Mixture Models for Pattern Recognition Applications

N. Bouguila, S. Bourouis, 2022, Cybern. Syst..

Entropy-Based Variational Scheme with Component Splitting for the Efficient Learning of Gamma Mixtures

N. Bouguila, S. Bourouis, Yogesh Pawar, 2021, Sensors.

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

Sami Bourouis, Kamel Hamrouni, Nacim Betrouni, 2008, ICIAR.

3D Segmentation of MRI Brain Using Level Set and Unsupervised Classification

Sami Bourouis, Kamel Hamrouni, K. Hamrouni, 2010, Int. J. Image Graph..

Multiresolution Mesh Segmentation of MRI Brain Using Classification and Discrete Curvature

Sami Bourouis, Kamel Hamrouni, Mounir Dhibi, 2008, VISAPP.

Design and Study of an mmWave Wearable Textile Based Compact Antenna for Healthcare Applications

Mohammad Monirujjaman Khan, S. Bourouis, Kaisarul Islam, 2021, International Journal of Antennas and Propagation.

Online Recognition via a Finite Mixture of Multivariate Generalized Gaussian Distributions

Fatma Najar, Sami Bourouis, Rula Al-Azawi, 2019, Unsupervised and Semi-Supervised Learning.