Machine Learning
Digital Logic & Comp. Organization
Artificial Intelligence
Computer Programming II (Adv. Java)
Big Data Analytics
University of Manouba
Manouba , Tunisia
University of Rennes 1
Brest , France
9/1/2005 - 8/31/2012
Aviation College of Borj El Amri
Tunis,Tunisia
1/1/2009 - 8/31/2015
Several international training centers
1/1/2009 - 1/1/2011
GIZ GmbH Company, German company
9/1/2012 - 8/31/2015
Sungard Company, US Company
Manouba,Tunisia
Business & Decision Company, French Company
9/1/2015 - 8/31/2020
Taibah University
Al Madinah,Saudi Arabia
9/1/2020 - 8/31/2021
8/26/2021 - 8/28/2022
RIOTU Laboratory, Prince Sultan University
Riyadh,Saudi Arabia
8/28/2022 - 8/28/2022
CS Department, CCIS, Prince Sultan university
ACM Member
IEEE Senior Member
Senior Fellow of the Higher Education Academy
AAAI
Fire Ecology 2024-12-01
Retraction note: FireXnet: an explainable AI-based tailored deep learning model for wildfire detection on resource-constrained devices (Fire Ecology, (2023), 19, 1, (54), 10.1186/s42408-023-00216-0)
Scientific Reports 2024-12-01
NGMD: next generation malware detection in federated server with deep neural network model for autonomous networks
Expert Systems with Applications 2024-11-15
An effective weight initialization method for deep learning: Application to satellite image classification
Cancers 2024-09-01
DM–AHR: A Self-Supervised Conditional Diffusion Model for AI-Generated Hairless Imaging for Enhanced Skin Diagnosis Applications
Earth Science Informatics 2024-08-01
An approach based on performer-attention-guided few-shot learning model for plant disease classification
CAAI Transactions on Intelligence Technology 2024-08-01
A novel medical image data protection scheme for smart healthcare system
International Journal of Imaging Systems and Technology 2024-07-01
Instrumentation for TMS-EEG Experiment: ArTGen and a Custom EEG Interface
Agronomy 2024-06-01
Quantifying Soybean Defects: A Computational Approach to Seed Classification Using Deep Learning Techniques
PLoS ONE 2024-06-01
Advancements in intrusion detection: A lightweight hybrid RNN-RF model
Heliyon 2024-04-30
A transformer-based approach empowered by a self-attention technique for semantic segmentation in remote sensing
Internet of Things (Netherlands) 2024-04-01
Sustainable collaboration: Federated learning for environmentally conscious forest fire classification in Green Internet of Things (IoT)
IEEE Transactions on Consumer Electronics 2024-02-01
Active Learning Empowered Sentiment Analysis: An Approach for Optimizing Smartphone Customer's Review Sentiment Classification
Privacy-Enhanced Pneumonia Diagnosis: IoT-Enabled Federated Multi-Party Computation in Industry 5.0
Privacy Preserved and Decentralized Smartphone Recommendation System
Industry 5.0 Enablers in Consumer Electronics Market Assessment under T-Spherical Fuzzy Integrated Decision-Making Approach
Aspect Category Detection of Mobile Edge Customer Reviews: A Distributed and Trustworthy Restaurant Recommendation System
Expert Systems with Applications 2024-02-01
ASB-CS: Adaptive sparse basis compressive sensing model and its application to medical image encryption
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024-01-01
Feature Fusion for Improved Classification: Combining Dempster-Shafer Theory and Multiple CNN Architectures
Strengthening Network Intrusion Detection in IoT Environments with Self-supervised Learning and Few Shot Learning
IEEE Access 2024-01-01
UAVs and Blockchain Synergy: Enabling Secure Reputation-based Federated Learning in Smart Cities
Expert Systems 2024-01-01
Securing internet of things device data: An ABE approach using fog computing and generative AI
20th International Wireless Communications and Mobile Computing Conference, IWCMC 2024 2024-01-01
SDN-Enabled Cluster-based Evolving Graph Routing Scheme (SE-CEGRS)
IEEE Open Journal of the Communications Society 2024-01-01
Fortifying the Connection: Cybersecurity Tactics for WSN-driven Smart Manufacturing in the Era of Industry 5.0
IEEE Internet of Things Journal 2024-01-01
Leveraging Drone-Assisted Surveillance for Effective Forest Conservation: A Case Study in Australia’s Daintree Rainforest
On Similarity Measures of Complex Picture Fuzzy Sets With Applications in the Field of Pattern Recognition
IEEE Transactions on Consumer Electronics 2024-01-01
Clustering-Based Resource Management for Consumer Cost Optimization in IoT Edge Computing Environments
ML-FAS: Multi-Level Face Anonymization Scheme and Its Application to E-Commerce Systems
Communications in Computer and Information Science 2024-01-01
The Power of Prognosis: Cox Model Prediction of Disease-Free Survival in Colon Cancer
Journal of Network and Computer Applications 2024-01-01
DTL-IDS: An optimized Intrusion Detection Framework using Deep Transfer Learning and Genetic Algorithm
Information Fusion 2024-01-01
Finger pinching and imagination classification: A fusion of CNN architectures for IoMT-enabled BCI applications
Earth Science Informatics 2023-12-01
Improving satellite image classification accuracy using GAN-based data augmentation and vision transformers
Computer Networks 2023-12-01
TNN-IDS: Transformer neural network-based intrusion detection system for MQTT-enabled IoT Networks
Fire Ecology 2023-12-01
FireXnet: an explainable AI-based tailored deep learning model for wildfire detection on resource-constrained devices
IEEE Transactions on Intelligent Transportation Systems 2023-12-01
An Efficient Optimization of Battery-Drone-Based Transportation Systems for Monitoring Solar Power Plant
Symmetry 2023-11-01
Toward Enhanced Geological Analysis: A Novel Approach Based on Transmuted Semicircular Distribution
Heliyon 2023-11-01
Humans are still better than ChatGPT: Case of the IEEEXtreme competition
Computer Science Review 2023-11-01
Graph-based deep learning techniques for remote sensing applications: Techniques, taxonomy, and applications — A comprehensive review
Sensors (Basel, Switzerland) 2023-10-30
EEDC: An Energy Efficient Data Communication Scheme Based on New Routing Approach in Wireless Sensor Networks for Future IoT Applications
Sensors (Basel, Switzerland) 2023-10-10
Deep Neural Decision Forest (DNDF): A Novel Approach for Enhancing Intrusion Detection Systems in Network Traffic Analysis
Fractal and Fractional 2023-10-01
Numerical Solution of Advection–Diffusion Equation of Fractional Order Using Chebyshev Collocation Method
Sensors 2023-10-01
HOMLC-Hyperparameter Optimization for Multi-Label Classification of Intrusion Detection Data for Internet of Things Network
Computers and Electronics in Agriculture 2023-09-01
Early detection of red palm weevil infestations using deep learning classification of acoustic signals
Computers and Electrical Engineering 2023-09-01
A game theory approach for smart traffic management
Electronics (Switzerland) 2023-05-01
Efficient Multiclass Classification Using Feature Selection in High-Dimensional Datasets
Sensors 2023-05-01
An Evidence Theory Based Embedding Model for the Management of Smart Water Environments
Remote Sensing 2023-05-01
TESR: Two-Stage Approach for Enhancement and Super-Resolution of Remote Sensing Images
Complex and Intelligent Systems 2023-04-01
Correction to: A survey on COVID-19 impact in the healthcare domain: worldwide market implementation, applications, security and privacy issues, challenges and future prospects (Complex & Intelligent Systems, (2023), 9, 1, (1027-1058), 10.1007/s40747-022-00767-w)
Wireless Networks 2023-04-01
A business intelligence based solution to support academic affairs: case of Taibah University
Sensors 2023-03-01
Machine Learning Analytic-Based Two-Staged Data Management Framework for Internet of Things
Vision Transformers in Image Restoration: A Survey
ACM Transactions on Multimedia Computing, Communications and Applications 2023-02-25
A DNA Based Colour Image Encryption Scheme Using A Convolutional Autoencoder
Sensors 2023-02-01
A Multi-Stage Deep-Learning-Based Vehicle and License Plate Recognition System with Real-Time Edge Inference
Complex and Intelligent Systems 2023-02-01
A survey on COVID-19 impact in the healthcare domain: worldwide market implementation, applications, security and privacy issues, challenges and future prospects
Procedia Computer Science 2023-01-01
Unlocking the Potential of Medical Imaging with ChatGPT's Intelligent Diagnostics
Modeling Complex Object Changes in Satellite Image Time-Series: Approach based on CSP and Spatiotemporal Graphs
Sustainable Palm Tree Farming: Leveraging IoT and Multi-Modal Data for Early Detection and Mapping of Red Palm Weevil
2023 IEEE 10th International Conference on Communications and Networking, ComNet 2023 - Proceedings 2023-01-01
Contactless Breathing Waveform Detection Through RF Sensing: Radar vs. Wi-Fi Techniques
IEEE Vehicular Technology Conference 2023-01-01
ABDNN-IDS: Attention-Based Deep Neural Networks for Intrusion Detection in Industrial IoT
Optimizing Forest Fire Prevention: Intelligent Scheduling Algorithms for Drone-Based Surveillance System
IEEE Access 2023-01-01
Exploring ChatGPT Capabilities and Limitations: A Survey
IEEE Journal of Biomedical and Health Informatics 2023-01-01
SeqNovo: De Novo Peptide Sequencing Prediction in IoMT via Seq2Seq
MAGRU-IDS: A Multi-Head Attention-Based Gated Recurrent Unit for Intrusion Detection in IIoT Networks
Communications in Computer and Information Science 2023-01-01
Interpretation of Immunofluorescence Slides by Deep Learning Techniques: Anti-nuclear Antibodies Case Study
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023-01-01
Optimizing Fire Control Monitoring System in Smart Cities
Intelligent Scheduling Algorithms for the Enhancement of Drone-Based Innovative Logistic Supply Chain Systems
Grouped ABC for Feature Selection and Mean-Variance Optimization for Rule Mining: A Hybrid Framework
2023 International Wireless Communications and Mobile Computing, IWCMC 2023 2023-01-01
Contactless Human Activity Recognition using Deep Learning with Flexible and Scalable Software Define Radio
Distributed Twins in Edge Computing: Blockchain and IOTA
Efficient Storage Approach for Big Data Analytics: An Iterative-Probabilistic Method for Dynamic Resource Allocation of Big Satellite Images
IEEE Transactions on Industrial Informatics 2022-11-01
A Novel Model Based on Window-Pass Preferences for Data Emergency Aware Scheduling in Computer Networks
Wireless Personal Communications 2022-11-01
A Lightweight Chaos-Based Medical Image Encryption Scheme Using Random Shuffling and XOR Operations
Sensors 2022-10-01
An Intelligent Sensor Based Decision Support System for Diagnosing Pulmonary Ailment through Standardized Chest X-ray Scans
Remote Sensing 2022-09-01
A Hybrid Privacy-Preserving Deep Learning Approach for Object Classification in Very High-Resolution Satellite Images
Engineering Applications of Artificial Intelligence 2022-09-01
TAU: A framework for video-based traffic analytics leveraging artificial intelligence and unmanned aerial systems
Multimedia Tools and Applications 2022-09-01
A novel image encryption scheme based on Arnold cat map, Newton-Leipnik system and Logistic Gaussian map
Soft Computing 2022-08-01
A new color image encryption technique using DNA computing and Chaos-based substitution box
Electronics (Switzerland) 2022-07-01
A microscopic Platoon Stability Model Using Vehicle-to-Vehicle Communication
Ecological Informatics 2022-07-01
Resolution methods for constraint satisfaction problem in remote sensing field: A survey of static and dynamic algorithms
Entropy 2022-06-01
A Hybrid Deep Learning Model for Brain Tumour Classification
Entropy 2022-04-01
A Pragmatic Ensemble Strategy for Missing Values Imputation in Health Records
Frontiers in Public Health 2022-03-18
Classification of Non-Functional Requirements From IoT Oriented Healthcare Requirement Document
International Journal of Imaging Systems and Technology 2022-03-01
Fusion of convolutional neural networks based on Dempster–Shafer theory for automatic pneumonia detection from chest X-ray images
Remote Sensing 2022-02-01
SmartWater: A Service-Oriented and Sensor Cloud-Based Framework for Smart Monitoring of Water Environments
Sensors 2022-02-01
Information Fusion in Autonomous Vehicle Using Artificial Neural Group Key Synchronization
Semantic Segmentation and Edge Detection—Approach to Road Detection in Very High Resolution Satellite Images
Mental Health Intent Recognition for Arabic-Speaking Patients Using the Mini International Neuropsychiatric Interview (MINI) and BERT Model
Journal of Ambient Intelligence and Humanized Computing 2022-02-01
Req-WSComposer: a novel platform for requirements-driven composition of semantic web services
Procedia Computer Science 2022-01-01
Leveraging Artificial Intelligence Techniques for Smart Palm Tree Detection: A Decade Systematic Review
Journal of Healthcare Engineering 2022-01-01
Multi-Chaos-Based Lightweight Image Encryption-Compression for Secure Occupancy Monitoring
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022-01-01
Towards Optimizing Malware Detection: An Approach Based on Generative Adversarial Networks and Transformers
Communications in Computer and Information Science 2022-01-01
An Effective Detection and Classification Approach for DoS Attacks in Wireless Sensor Networks Using Deep Transfer Learning Models and Majority Voting
An XGBoost-Based Approach for an Efficient RPL Routing Attack Detection
IEEE Transactions on Network Science and Engineering 2022-01-01
A Novel Chaos-Based Privacy-Preserving Deep Learning Model for Cancer Diagnosis
Proceedings - 2022 2nd International Conference of Smart Systems and Emerging Technologies, SMARTTECH 2022 2022-01-01
Securing the Classification of COVID-19 in Chest X-ray Images: A Privacy-Preserving Deep Learning Approach
Parking Analytics Framework using Deep Learning
Message from the Program Chairs: SMARTTECH 2022
Computers, Materials and Continua 2022-01-01
Emotion Recognition from Occluded Facial Images Using Deep Ensemble Model
Wireless Communications and Mobile Computing 2022-01-01
Smart Transportation in Developing Countries: An Internet-of-Things-Based Conceptual Framework for Traffic Control
Enhancing Parkinson's Disease Prediction Using Machine Learning and Feature Selection Methods
Sensors 2022-01-01
A machine learning approach involving functional connectivity features to classify rest-eeg psychogenic non-epileptic seizures from healthy controls
International Journal of Imaging Systems and Technology 2022-01-01
Randomly initialized convolutional neural network for the recognition of COVID-19 using X-ray images
Software - Practice and Experience 2022-01-01
Global outliers detection in wireless sensor networks: A novel approach integrating time-series analysis, entropy, and random forest-based classification.
Sensors 2021-11-01
Deep learning for the industrial internet of things (Iiot): A comprehensive survey of techniques, implementation frameworks, potential applications, and future directions
Electronics (Switzerland) 2021-11-01
Noninvasive detection of respiratory disorder due to covid-19 at the early stages in saudi arabia
Applied Sciences (Switzerland) 2021-09-01
A novel hybrid deep learning model for detecting covid-19-related rumors on social media based on lstm and concatenated parallel cnns
Computers in Biology and Medicine 2021-09-01
A systematic literature review on obesity: Understanding the causes & consequences of obesity and reviewing various machine learning approaches used to predict obesity
Ecological Informatics 2021-09-01
A novel CNN-LSTM-based approach to predict urban expansion
International Journal of Imaging Systems and Technology 2021-09-01
Mining frequent approximate patterns in large networks
2021 International Congress of Advanced Technology and Engineering, ICOTEN 2021 2021-07-04
Intrusion Detection using Machine Learning Techniques: An Experimental Comparison
GuideMe: A Mobile Application based on Global Positioning System and Object Recognition towards a Smart Tourist Guide
Evolution of Target Localization in Wireless Sensor Network (WSN): A Review
Remote Sensing 2021-06-01
An efficient approach based on privacy-preserving deep learning for satellite image classification
Sensors 2021-03-02
A novel coupled reaction-diffusion system for explainable gene expression profiling
Computers and Electronics in Agriculture 2021-03-01
RS-DCNN: A novel distributed convolutional-neural-networks based-approach for big remote-sensing image classification
Computer Science Review 2021-02-01
Big data and IoT-based applications in smart environments: A systematic review
International Journal of Electrical and Computer Engineering 2021-02-01
A novel population-based local search for nurse rostering problem
Sensors (Switzerland) 2021-01-02
Real-time artifacts reduction during TMS-EEG co-registration: A comprehensive review on technologies and procedures
Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021 2021-01-01
A Deep Learning-based Approach for Real-time Facemask Detection
Procedia Computer Science 2021-01-01
An improved tile-based scalable distributed management model of massive highresolution satellite images
An Enhanced Randomly Initialized Convolutional Neural Network for columnar cactus recognition in unmanned aerial vehicle imagery
A hybrid APM-CpGSO approach for constraint satisfaction problem solving: Application to remote sensing
Microservices in IoT security: Current solutions, research challenges, and future directions
Computational Intelligence and Neuroscience 2021-01-01
Fairness-Oriented Semichaotic Genetic Algorithm-Based Channel Assignment Technique for Node Starvation Problem in Wireless Mesh Networks
Wireless Communications and Mobile Computing 2021-01-01
A Novel QoS-Oriented Intrusion Detection Mechanism for IoT Applications
IEEE Access 2021-01-01
Detecting the Security Level of Various Cryptosystems Using Machine Learning Models
Advances in Intelligent Systems and Computing 2021-01-01
Feature Selection and Classification Using CatBoost Method for Improving the Performance of Predicting Parkinson’s Disease
Computer Science Review 2020-11-01
Leveraging Deep Learning and IoT big data analytics to support the smart cities development: Review and future directions
2020 International Symposium on Networks, Computers and Communications, ISNCC 2020 2020-10-20
A machine-learning based approach to support academic decision-making at higher educational institutions
Electronics (Switzerland) 2020-09-01
Misbehavior-aware on-demand collaborative intrusion detection system using distributed ensemble learning for VANET
2020 International Conference on UK-China Emerging Technologies, UCET 2020 2020-08-01
A Novel approach for classifying diabetes' patients based on imputation and machine learning
Remote Sensing 2020-06-01
A novel privacy approach of digital aerial images based on mersenne twister method with DNA genetic encoding and chaos
Software - Practice and Experience 2020-04-01
Standalone noise and anomaly detection in wireless sensor networks: A novel time-series and adaptive Bayesian-network-based approach
Symmetry 2020-03-01
A systematic literature review on outlier detection inwireless sensor networks
IEEE Access 2020-01-01
DNA and Plaintext Dependent Chaotic Visual Selective Image Encryption
Chaos-Based Confusion and Diffusion of Image Pixels Using Dynamic Substitution
Servicing Your Requirements: An FCA and RCA-Driven Approach for Semantic Web Services Composition
Ensemble methods for instance-based Arabic language authorship attribution
Remote Sensing 2019-12-01
Ensemble-based hybrid context-aware misbehavior detection model for vehicular ad hoc network
Entropy 2019-11-01
A secure and robust image hashing scheme using Gaussian Pyramids
Earth Science Informatics 2019-09-01
A top-down approach for semantic segmentation of big remote sensing images
IEEE Access 2019-01-01
Deep learning-based rumor detection on microblogging platforms: A systematic review
A Novel Multi-Stage Fusion based Approach for Gene Expression Profiling in Non-Small Cell Lung Cancer
Knowledge and Information Systems 2018-06-01
Reducing uncertainties in land cover change models using sensitivity analysis
2018 4th International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2018 2018-05-23
A comparison of big remote sensing data processing with Hadoop MapReduce and Spark
Earth Science Informatics 2018-03-01
A novel decision support system for the interpretation of remote sensing big data
Ecological Informatics 2018-01-01
Corrigendum to “Propagating aleatory and epistemic uncertainty in land cover change prediction process” [Ecol. Inform. 37, 24–37](S1574954116302096)(10.1016/j.ecoinf.2016.11.006)
Journal of Computational Science 2017-11-01
Sensitivity analysis approach to model epistemic and aleatory imperfection: Application to Land Cover Change prediction model
Proceedings of 2016 IEEE 15th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2016 2017-02-21
Lung cancer detection using Local Energy-based Shape Histogram (LESH) feature extraction and cognitive machine learning techniques
Studies in Computational Intelligence 2017-01-01
Improvement of LCC prediction modeling based on correlated parameters and model structure uncertainty propagation
Ecological Informatics 2017-01-01
Propagating aleatory and epistemic uncertainty in land cover change prediction process
2nd International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2016 2016-07-26
Improvement of satellite image classification: Approach based on Hadoop/MapReduce
Sensitivity analysis of land cover change prediction model in the presence of aleatory and epistemic imperfection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2015-01-01
Big data: Concepts, challenges and applications
An intelligent possibilistic approach to reduce the effect of the imperfection propagation on land cover change prediction
IJCCI 2015 - Proceedings of the 7th International Joint Conference on Computational Intelligence 2015-01-01
Using evidence theory in land cover change prediction to model imperfection propagation with correlated inputs parameters
International Image Processing, Applications and Systems Conference, IPAS 2014 2014-02-17
Parameter and structural model imperfection propagation using evidence theory in land cover change prediction
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2014-01-01
An approach for imperfection propagation: Application to land cover change prediction
IC3K 2013; KDIR 2013 - 5th International Conference on Knowledge Discovery and Information Retrieval and KMIS 2013 - 5th International Conference on Knowledge Management and Information Sharing, Proc. 2013-01-01
An approach based on adaptive decision tree for land cover change prediction in satellite images
Proceedings of the ACM Symposium on Applied Computing 2012-07-12
High level adaptive fusion approach: Application to land cover change prediction in satellite image databases
VINE 2011-05-01
Interesting spatiotemporal rules discovery: Application to remotely sensed image databases
International Journal of Image and Graphics 2011-01-01
MULTI-APPROACH SATELLITE IMAGES FUSION BASED on BLIND SOURCES SEPARATION
International Journal of Applied Earth Observation and Geoinformation 2011-01-01
A data mining based approach to predict spatiotemporal changes in satellite images
Actes de la COnference en Recherche d'Information et Applications - Proceedings of the Conference on Information Retrieval and Applications 2010-12-01
Spatio-temporal modeling for knowledge discovery in satellite image databases
World Academy of Science, Engineering and Technology 2009-10-01
Improving spatiotemporal change detection: A high level fusion approach for discovering uncertain Knowledge from satellite image databases
IEEE Transactions on Geoscience and Remote Sensing 2008-12-01
Multiapproach system based on fusion of multispectral images for land-cover classification
Interpretation of multisensor remote sensing images: Multiapproach fusion of uncertain information
