Samia Dardouri

According to our database, Samia Dardouri authored at least 17 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

An Attention-Enhanced Deep Learning Framework for Multi-Label Dental Findings Classification from Panoramic Radiographs.

Mona Almutairi, Samia Dardouri

Inf., 2026

2025

Fundus Image-Based Eye Disease Detection Using EfficientNetB3 Architecture.

Rahaf Alsohemi, Samia Dardouri

J. Imaging, 2025

A Lesion-Aware Patch Sampling Approach with EfficientNet3D-UNet for Robust Multiple Sclerosis Lesion Segmentation.

Hind Almaaz, Samia Dardouri

J. Imaging, 2025

Intelligent Hybrid Modeling for Heart Disease Prediction.

Mona Almutairi, Samia Dardouri

Inf., 2025

An efficient method for early Alzheimer's disease detection based on MRI images using deep convolutional neural networks.

Samia Dardouri

Frontiers Artif. Intell., 2025

A deep learning/machine learning approach for anomaly based network intrusion detection.

Reem Almuhanna, Samia Dardouri

Frontiers Artif. Intell., 2025

Enhancing credit card fraud detection using traditional and deep learning models with class imbalance mitigation.

Tahani Albalawi, Samia Dardouri

Frontiers Artif. Intell., 2025

Early Autism Spectrum Disorder Detection Using SMOTE-Enhanced 1D-CNN and Behavioral Screening Data.

Ahlam Alghamdi, Samia Dardouri

Adv. Hum. Comput. Interact., 2025

Diagnosis of Gallbladder Diseases Using Artificial Intelligence: A Comprehensive Survey.

Jawaher Badr Alotibi, Samia Dardouri

Proceedings of the 12th International Conference on Wireless Networks and Mobile Communications, 2025

Pneumonia Detection in X-Ray Chest Images Based on Convolutional Neural Networks and Data Augmentation Methods.

Samia Dardouri

Proceedings of the 11th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2025

2024

Brain Tumor Detection Using a Deep CNN Model.

Sonia Ben Brahim, Samia Dardouri, Ridha Bouallegue

Appl. Comput. Intell. Soft Comput., 2024

2020

Performance Evaluation of Routing Protocols for Vehicular AD-HOC Networks Using NS2/SUMO.

Dardouri Soumaya, Samia Dardouri, Ridha Bouallegue

Proceedings of the Web, Artificial Intelligence and Network Applications, 2020

2016

Resource allocation using Nucleolus Value in downlink LTE networks.

Samia Dardouri, Ridha Bouallegue, Anne Wei

Proceedings of the IEEE Symposium on Computers and Communication, 2016

2015

Comparative Study of Downlink Packet Scheduling for LTE Networks.

Samia Dardouri, Ridha Bouallegue

Wirel. Pers. Commun., 2015

Performance Analysis Of Resource Scheduling In LTE Femtocells Networks.

Samia Dardouri, Ridha Bouallegue

CoRR, 2015

A New Scheduling Algorithm for Real-Time Communication in LTE Networks.

Samia Dardouri, Ridha Bouallegue

Proceedings of the 29th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2015

2014

Performance study of resource allocation for multimedia traffics in LTE system.

Samia Dardouri, Ridha Bouallegue

Proceedings of the International Wireless Communications and Mobile Computing Conference, 2014