Imen Jdey

According to our database, Imen Jdey authored at least 28 papers between 2021 and 2026.

Collaborative distances:

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

2026

A Native Supervision Approach to Arabic VLM: Overcoming Transliteration Bias for Semantic Accuracy.

Monia Mahmoudi, Wided Moulahi, Imen Jdey

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

Dynamic Weighted Multimodal Fusion for Explainable Chest X-Ray Segmentation Using Integrated Gradients.

Ghazala Hcini, Imen Jdey

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

BEFT vs. LoRA: Parameter-Efficient Fine-Tuning for Auto-Optimized Vision Transformers in Image Classification.

Moez Hamdi, Sonia Bouzidi, Imen Jdey

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

Residual U-Net with Spatial Feature Refinement and Channel Sensitivity Enhancement for Accurate Segmentation of Cochineal Insect Infestation.

Adel Benali, Rahma Fourati, Imen Jdey

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

2025

K-Means Clustered Quantization for Efficient CNN-Based Skin Lesion Classification.

Ghaith Sellami, Ghazala Hcini, Imen Jdey, Fadoua Drira, Berrin Yanikoglu

Proceedings of the 9th IEEE Forum on Research and Technologies for Society and Industry, 2025

Auto-Optimized Parameter-Efficient Fine-Tuning for Skin Lesion Classification with Vision Transformers.

Moez Hamdi, Sonia Bouzidi, Imen Jdey, Fadoua Drira, Berrin Yanikoglu

Proceedings of the 9th IEEE Forum on Research and Technologies for Society and Industry, 2025

Automated Impacted Tooth Segmentation in Panoramic Radiographs Using UNet and UNet3+ with Grad-Cam Explainability.

Walid Brahmi, Imen Jdey, Fadoua Drira

Proceedings of the 9th IEEE Forum on Research and Technologies for Society and Industry, 2025

Towards Explainable Skin Cancer Diagnosis: A Vision Transformer Approach with Grad-CAM Visualization.

Sonia Bouzidi, Imen Jdey, Fadoua Drira

Proceedings of the International Joint Conference on Neural Networks, 2025

Towards Privacy-Aware and Explainable Alzheimer's Diagnosis Using Lime and Federated Learning.

Ghazala Hcini, Imen Jdey

Proceedings of the 37th IEEE International Conference on Tools with Artificial Intelligence, 2025

Federated Learning Harnessed with Differential Privacy for Heart Disease Prediction: Enhancing Privacy and Accuracy.

Wided Moulahi, Tarek Moulahi, Imen Jdey, Salah Zidi

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025

Boosting Hyperspectral Image Classification with a 3D CNN and Vision Transformer Hybrid Architecture.

Ghazala Hcini, Imen Jdey

Proceedings of the 11th International Conference on Control, 2025

2024

Deep Learning and Machine Learning for Malaria Detection: Overview, Challenges and Future Directions.

Imen Jdey, Ghazala Hcini, Hela Ltifi

Int. J. Inf. Technol. Decis. Mak., September, 2024

Investigating Deep Learning for Early Detection and Decision-Making in Alzheimer's Disease: A Comprehensive Review.

Ghazala Hcini, Imen Jdey, Habib Dhahri

Neural Process. Lett., June, 2024

Automatic tooth instance segmentation and identification from panoramic X-Ray images using deep CNN.

Walid Brahmi, Imen Jdey

Multim. Tools Appl., May, 2024

Exploring the role of Convolutional Neural Networks (CNN) in dental radiography segmentation: A comprehensive Systematic Literature Review.

Walid Brahmi, Imen Jdey, Fadoua Drira

Eng. Appl. Artif. Intell., 2024

Convolutional Neural Networks and Vision Transformers for Fashion MNIST Classification: A Literature Review.

Sonia Bbouzidi, Ghazala Hcini, Imen Jdey, Fadoua Drira

CoRR, 2024

Customized Convolutional Neural Networks for Plant Disease Detection on Leaf Images.

Walid Ben Mesmia, Ghazala Hcini, Omar Mansouri, Kamel Barkaoui, Imen Jdey

Proceedings of the 1st Euro-Mediterranean Workshop on Artificial Intelligence and Smart Systems (WAISS 2024) co-located with the 17th International Conference on Verification and Evaluation of Computer and Communication Systems (VECoS 2024), 2024

XG-ViT: Explainable and Generalizable Vision Transformer for Benchmark Image classification.

Sonia Bouzidi, Imen Jdey, Fadoua Drira

Proceedings of the 1st Euro-Mediterranean Workshop on Artificial Intelligence and Smart Systems (WAISS 2024) co-located with the 17th International Conference on Verification and Evaluation of Computer and Communication Systems (VECoS 2024), 2024

IoT-Enhanced Tomato Leaf Disease Identification Using MLP-Mixer in Agricultural Environments.

Besma Rabhi, Habib Dhahri, Imen Jdey, Omar Alhajlah

Proceedings of the Intelligent Decision Technologies, 2024

Improvement of Satellite Image Classification Using Attention-Based Vision Transformer.

Nawel Slimani, Imen Jdey, Monji Kherallah

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023

A blockchain-based federated learning mechanism for privacy preservation of healthcare IoT data.

Wided Moulahi, Imen Jdey, Tarek Moulahi, Moatsum Alawida, Abdulatif Alabdulatif

Comput. Biol. Medicine, December, 2023

HSV-Net: A Custom CNN for Malaria Detection with Enhanced Color Representation.

Ghazala Hcini, Imen Jdey, Hela Ltifi

Proceedings of the International Conference on Cyberworlds, 2023

Performance Comparison of Machine Learning Methods Based on CNN for Satellite Imagery Classification.

Nawel Slimani, Imen Jdey, Monji Kherallah

Proceedings of the 9th International Conference on Control, 2023

2022

Study of Different Deep Learning Methods for Coronavirus (COVID-19) Pandemic: Taxonomy, Survey and Insights.

Lamia Awassa, Imen Jdey, Habib Dhahri, Ghazala Hcini, Awais Mahmood, Esam Othman, Muhammad Haneef

Sensors, 2022

Improving Malaria Detection Using L1 Regularization Neural Network.

Ghazala Hcini, Imen Jdey, Hela Ltifi

J. Univers. Comput. Sci., 2022

Trusted Smart Irrigation System Based on Fuzzy IoT and Blockchain.

Imen Jdey

Proceedings of the Service-Oriented Computing - ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Sevilla, Spain, November 29, 2022

k-means and fuzzy c-means fusion for object clustering.

Ashraf Heni, Imen Jdey, Hela Ltifi

Proceedings of the 8th International Conference on Control, 2022

2021

Bayesian Hyperparameter Optimization of Deep Neural Network Algorithms Based on Ant Colony Optimization.

Sinda Jlassi, Imen Jdey, Hela Ltifi

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021