Amira Bouamrane

According to our database, Amira Bouamrane authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

Evaluating Explainability in Transfer Learning Models for Pulmonary Nodules Classification: A Comparative Analysis of Generalizability and Interpretability.

Amira Bouamrane, Makhlouf Derdour, Ahmed Alksas, Ayman El-Baz

Int. J. Pattern Recognit. Artif. Intell., 2025

On Evaluating the Impact of Automatic Text Summarization on Large Document Classification: An Empirical Study.

Moustafa Sadek Kahil, Makhlouf Derdour, Amira Bouamrane, Kouzou Abdellah, Mohamed Deriche, Sahraoui Abdelatif

Proceedings of the 22nd IEEE International Multi-Conference on Systems, Signals & Devices, 2025

A Real-Time Lung Tumor Detection Approach Using YOLOv11 and Vision Transformers.

Amira Bouamrane, Makhlouf Derdour, Abdellatif Sahraoui, Mohamed Deriche, Kouzou Abdellah

Proceedings of the 22nd IEEE International Multi-Conference on Systems, Signals & Devices, 2025

2024

Hybrid Deep Learning Approach with Feature Engineering for Enhanced Pulmonary Nodule Diagnosis.

Amira Bouamrane, Makhlouf Derdour, Ahmed Alksas, Ayman El-Baz

SN Comput. Sci., October, 2024

A Transfer Learning Framework for Lung Cancer Classification Using EfficientV2-L: Generalizability Assessment.

Amira Bouamrane, Makhlouf Derdour, Ahmed Alksas, Ayman El-Baz

Proceedings of the 6th International Conference on Pattern Analysis and Intelligent Systems, 2024

2022

A Deep Learning-based System for Detection At-Risk Students.

Amira Bouamrane, Hafed Zarzour

Proceedings of the 4th International Conference on Pattern Analysis and Intelligent Systems, 2022