Samia Dardouri

16 papers B 1C 3Journal 10Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Lesion-Aware Patch Sampling Approach with EfficientNet3D-UNet for Robust Multiple Sclerosis Lesion Segmentation. J. Imaging Hind Almaaz, Samia Dardouri
2025	J	`jnl`	A deep learning/machine learning approach for anomaly based network intrusion detection. Frontiers Artif. Intell. Reem Almuhanna, Samia Dardouri
2025	J	`jnl`	An efficient method for early Alzheimer's disease detection based on MRI images using deep convolutional neural networks. Frontiers Artif. Intell. Samia Dardouri
2025	C	`conf`	Diagnosis of Gallbladder Diseases Using Artificial Intelligence: A Comprehensive Survey. WINCOM Jawaher Badr Alotibi, Samia Dardouri
2025	J	`jnl`	Early Autism Spectrum Disorder Detection Using SMOTE-Enhanced 1D-CNN and Behavioral Screening Data. Adv. Hum. Comput. Interact. Ahlam Alghamdi, Samia Dardouri
2025	J	`jnl`	Enhancing credit card fraud detection using traditional and deep learning models with class imbalance mitigation. Frontiers Artif. Intell. Tahani Albalawi, Samia Dardouri
2025	J	`jnl`	Fundus Image-Based Eye Disease Detection Using EfficientNetB3 Architecture. J. Imaging Rahaf Alsohemi, Samia Dardouri
2025	J	`jnl`	Intelligent Hybrid Modeling for Heart Disease Prediction. Inf. Mona Almutairi, Samia Dardouri
2025	C	`conf`	Pneumonia Detection in X-Ray Chest Images Based on Convolutional Neural Networks and Data Augmentation Methods. ICT4AWE Samia Dardouri
2024	J	`jnl`	Brain Tumor Detection Using a Deep CNN Model. Appl. Comput. Intell. Soft Comput. Sonia Ben Brahim, Samia Dardouri, Ridha Bouallegue
2020	—	`conf`	Performance Evaluation of Routing Protocols for Vehicular AD-HOC Networks Using NS2/SUMO. AINA Workshops Dardouri Soumaya, Samia Dardouri, Ridha Bouallegue
2016	C	`conf`	Resource allocation using Nucleolus Value in downlink LTE networks. ISCC Samia Dardouri, Ridha Bouallegue, Anne Wei
2015	—	`conf`	A New Scheduling Algorithm for Real-Time Communication in LTE Networks. AINA Workshops Samia Dardouri, Ridha Bouallegue
2015	J	`jnl`	Comparative Study of Downlink Packet Scheduling for LTE Networks. Wirel. Pers. Commun. Samia Dardouri, Ridha Bouallegue
2015	J	`jnl`	Performance Analysis Of Resource Scheduling In LTE Femtocells Networks. CoRR Samia Dardouri, Ridha Bouallegue
2014	B	`conf`	Performance study of resource allocation for multimedia traffics in LTE system. IWCMC Samia Dardouri, Ridha Bouallegue

2025 Best paper conf

Assessing the Effectiveness of the Tigress Obfuscator Against MOPSA and BinaryNinja.

CheckMATE

Nicolò Altamura, Enrico Bragastini, Marco Campion, Mila Dalla Preda

2026 Best paper preprint

ASSEMBLAGE-DEEPHISTORY: A Cross-Build Binary Dataset with Temporal Coverage.

arXiv

Chang Liu, Noah Fleischmann, Nicolò Altamura, Edward Raff, James Holt, Kristopher Micinski