Imen Jdey

28 papers B 2C 4Journal 10Unranked 12
YearRankTypeTitle / Venue / Authors
2026 — conf
A Native Supervision Approach to Arabic VLM: Overcoming Transliteration Bias for Semantic Accuracy.
ICAART (5)
Monia Mahmoudi, Wided Moulahi, Imen Jdey
2026 — conf
BEFT vs. LoRA: Parameter-Efficient Fine-Tuning for Auto-Optimized Vision Transformers in Image Classification.
ICAART (4)
Moez Hamdi, Sonia Bouzidi, Imen Jdey
2026 — conf
Dynamic Weighted Multimodal Fusion for Explainable Chest X-Ray Segmentation Using Integrated Gradients.
ICAART (4)
Ghazala Hcini, Imen Jdey
2026 — conf
Residual U-Net with Spatial Feature Refinement and Channel Sensitivity Enhancement for Accurate Segmentation of Cochineal Insect Infestation.
ICAART (4)
Adel Benali, Rahma Fourati, Imen Jdey
2025 — conf
Auto-Optimized Parameter-Efficient Fine-Tuning for Skin Lesion Classification with Vision Transformers.
RTSI
Moez Hamdi, Sonia Bouzidi, Imen Jdey, Fadoua Drira, Berrin Yanikoglu
2025 — conf
Automated Impacted Tooth Segmentation in Panoramic Radiographs Using UNet and UNet3+ with Grad-Cam Explainability.
RTSI
Walid Brahmi, Imen Jdey, Fadoua Drira
2025 C conf
Boosting Hyperspectral Image Classification with a 3D CNN and Vision Transformer Hybrid Architecture.
CoDIT
Ghazala Hcini, Imen Jdey
2025 — conf
Federated Learning Harnessed with Differential Privacy for Heart Disease Prediction: Enhancing Privacy and Accuracy.
ICAART (3)
Wided Moulahi, Tarek Moulahi, Imen Jdey, Salah Zidi
2025 — conf
K-Means Clustered Quantization for Efficient CNN-Based Skin Lesion Classification.
RTSI
Ghaith Sellami, Ghazala Hcini, Imen Jdey, Fadoua Drira, Berrin Yanikoglu
2025 B conf
Towards Explainable Skin Cancer Diagnosis: A Vision Transformer Approach with Grad-CAM Visualization.
IJCNN
Sonia Bouzidi, Imen Jdey, Fadoua Drira
2025 B conf
Towards Privacy-Aware and Explainable Alzheimer's Diagnosis Using Lime and Federated Learning.
ICTAI
Ghazala Hcini, Imen Jdey
2024 J jnl
Automatic tooth instance segmentation and identification from panoramic X-Ray images using deep CNN.
Multim. Tools Appl.
Walid Brahmi, Imen Jdey
2024 J jnl
Convolutional Neural Networks and Vision Transformers for Fashion MNIST Classification: A Literature Review.
CoRR
Sonia Bbouzidi, Ghazala Hcini, Imen Jdey, Fadoua Drira
2024 J jnl
Deep Learning and Machine Learning for Malaria Detection: Overview, Challenges and Future Directions.
Int. J. Inf. Technol. Decis. Mak.
Imen Jdey, Ghazala Hcini, Hela Ltifi
2024 J jnl
Exploring the Role of Convolutional Neural Networks (CNN) in Dental Radiography Segmentation: A Comprehensive Systematic Literature Review.
CoRR
Walid Brahmi, Imen Jdey, Fadoua Drira
2024 J jnl
Exploring the role of Convolutional Neural Networks (CNN) in dental radiography segmentation: A comprehensive Systematic Literature Review.
Eng. Appl. Artif. Intell.
Walid Brahmi, Imen Jdey, Fadoua Drira
2024 — conf
Improvement of Satellite Image Classification Using Attention-Based Vision Transformer.
ICAART (3)
Nawel Slimani, Imen Jdey, Monji Kherallah
2024 J jnl
Investigating Deep Learning for Early Detection and Decision-Making in Alzheimer's Disease: A Comprehensive Review.
Neural Process. Lett.
Ghazala Hcini, Imen Jdey, Habib Dhahri
2024 — conf
IoT-Enhanced Tomato Leaf Disease Identification Using MLP-Mixer in Agricultural Environments.
KES-IDT
Besma Rabhi, Habib Dhahri, Imen Jdey, Omar Alhajlah
2023 J jnl
A blockchain-based federated learning mechanism for privacy preservation of healthcare IoT data.
Comput. Biol. Medicine
Wided Moulahi, Imen Jdey, Tarek Moulahi, Moatsum Alawida, Abdulatif Alabdulatif
2023 C conf
HSV-Net: A Custom CNN for Malaria Detection with Enhanced Color Representation.
CW
Ghazala Hcini, Imen Jdey, Hela Ltifi
2023 C conf
Performance Comparison of Machine Learning Methods Based on CNN for Satellite Imagery Classification.
CoDIT
Nawel Slimani, Imen Jdey, Monji Kherallah
2022 J jnl
Deep learning and machine learning for Malaria detection: overview, challenges and future directions.
CoRR
Imen Jdey, Ghazala Hcini, Hela Ltifi
2022 J jnl
Improving Malaria Detection Using L1 Regularization Neural Network.
J. Univers. Comput. Sci.
Ghazala Hcini, Imen Jdey, Hela Ltifi
2022 J jnl
Study of Different Deep Learning Methods for Coronavirus (COVID-19) Pandemic: Taxonomy, Survey and Insights.
Sensors
Lamia Awassa, Imen Jdey, Habib Dhahri, Ghazala Hcini, Awais Mahmood, Esam Othman, Muhammad Haneef
2022 — conf
Trusted Smart Irrigation System Based on Fuzzy IoT and Blockchain.
ICSOC Workshops
Imen Jdey
2022 C conf
k-means and fuzzy c-means fusion for object clustering.
CoDIT
Ashraf Heni, Imen Jdey, Hela Ltifi
2021 — conf
Bayesian Hyperparameter Optimization of Deep Neural Network Algorithms Based on Ant Colony Optimization.
ICDAR (3)
Sinda Jlassi, Imen Jdey, Hela Ltifi