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Samia Dardouri
Affiliation : University of Carthage · Shaqra University · École Supérieure des Communications de Tunis
- 29Publications (affiliation in Tunisia)
- 35Total publications
- 251Citations
- 10h-index
Research profile
Samia Dardouri has 29 indexed publications (2014–2026). Their work appears mainly in “Information”, “Research Square” and “Frontiers in Artificial Intelligence”. Their most cited article, “A deep learning/machine learning approach for anomaly based network intrusion detection” (2025), has been cited 35 times. 20 of these publications date from the last three years of activity. Their work is co-authored with at least 10 researchers, including institutions in Saudi Arabia, France, United States.
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Create my free profile Add my publicationsResearch areas
- Advanced Wireless Network Optimization
- Network Traffic and Congestion Control
- Advanced MIMO Systems Optimization
- Artificial Intelligence in Healthcare
- AI in cancer detection
Publications (29)
- Brain Tumor Segmentation Using U‐Net With ResNet50 Encoder for Enhanced MRI Analysis
- A Deep Learning Approach Using Optimized LSTM for Anomaly‐Based Network Intrusion Detection
- CERV‐Score: A Hybrid Machine Learning Framework for Cervical Cancer Risk Prediction Using Integrated Clinical and Genomic Data
- An Explainable Meta-Learning Framework for Adaptive Model Selection in Short-Term Load Forecasting
- An Attention-Enhanced Deep Learning Framework for Multi-Label Dental Findings Classification from Panoramic Radiographs
- Benchmarking and Cross-Dataset Evaluation of AI-Based Intrusion Detection Systems for Smart City IoT Networks
- An Adaptive Balancing and Threshold-Tuning Framework with Hybrid Feature Selection for Liver Disease Classification
- A deep learning/machine learning approach for anomaly based network intrusion detection
- Enhancing credit card fraud detection using traditional and deep learning models with class imbalance mitigation
- Fundus Image-Based Eye Disease Detection Using EfficientNetB3 Architecture
- A Deep Convolutional Neural Network Model for Lung Disease Detection Using Chest X‐Ray Imaging
- Intelligent Hybrid Modeling for Heart Disease Prediction
- A Lesion-Aware Patch Sampling Approach with EfficientNet3D-UNet for Robust Multiple Sclerosis Lesion Segmentation
- Pneumonia Detection in X-Ray Chest Images Based on Convolutional Neural Networks and Data Augmentation Methods
- Early Autism Spectrum Disorder Detection Using SMOTE‐Enhanced 1D‐CNN and Behavioral Screening Data
- Brain Tumor Detection Using a Deep CNN Model
- Evaluating Communication Performance in Rotating Electrical Machines Using RSSI Measurements and Artificial Intelligence
- A Survey of Fault Tolerance in Cloud Computing
- The Impact of an Electric Machine Body on EM Wave Propagation in RTMS
- Optimized Architecture for Efficient OFDMA Network Design
- The Effect of the Electrical Machine Components on Electromagnetic Wave Propagation in Rotor Temperature Monitoring System
- A Systematic Review on the Applications of IoT and Artificial Intelligence in learning
- Performance Evaluation of Routing Protocols for Vehicular AD-HOC Networks Using NS2/SUMO
- Performance Evaluation of Interference Mitigation Techniques in 4G Networks in Mobile Environments
- Resource allocation using Nucleolus Value in downlink LTE networks
- Comparative Study of Downlink Packet Scheduling for LTE Networks
- A New Scheduling Algorithm for Real-Time Communication in LTE Networks
- Performance study of resource allocation for multimedia traffics in LTE system
- Performance Analysis of Resource Scheduling in LTE Femtocells Networks
Publication venues
- Information × 2
- Research Square × 2
- Frontiers in Artificial Intelligence × 2
- Journal of Imaging × 2
- International Journal of Biomedical Imaging × 1
- Journal of Engineering × 1
Publications per year
- 20267
- 20258
- 20245
- 20232
- 20201
- 20191
- 20161
- 20152
- 20142
Collaborations
Partner institutions : University of Gabès · École Nationale d'Ingénieurs de Gabès · National Engineering School of Tunis · Institut National Polytechnique de Toulouse · Laboratoire Plasma et Conversion d'Energie
Co-authors’ countries : Saudi Arabia · France · United States
Co-authors
- Ridha Bouallègue
- Sonia Ben Brahim
- Aida Zaier
- Hammami Amor
- Mouna Ben Hamed
- Emna Hajlaoui
- Rund Fareed Mahafdah
- Dardouri Soumaya
- Abdelhakim Khlifi
- Lassâad Sbita
Bibliographic data from OpenAlex (open database).
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