Profile Imen Jdey
First Name
Imen
Last Name
Jdey
Address
Zip code
3038
Biography
Dr. Imen Jdey is an Associate Professor of Computer Science at the Faculty of Economics and Management of Sfax (FSEGS), University of Sfax. Her research focuses on artificial intelligence, including deep learning, computer vision, and decision support systems, with a particular emphasis on model explainability and medical applications. She has contributed to international projects and has held academic and administrative roles, including department head and research center director, fostering interdisciplinary AI research and innovation.
Research Interests
image processing for healthcare, Machine Learning, Neural Network, blockchain, and software systems.
H-index: 15 Total citation: 590
📚 Scientific Publications
| Title & Authors | Conference/Revue | Year | Citations |
|---|---|---|---|
| Explainable Deep Learning-Based Multi-Scale Caries Detection B Walid, J Imen, D Fadoua |
International Journal of Information Technology, 2026 | 2026 | 0 |
| A Native Supervision Approach to Arabic VLM: Overcoming Transliteration Bias for Semantic Accuracy M Monia, M Wided, I Jdey |
International Conference on Agents and Artificial Intelligence 4 (2026�…, 2026 | 2026 | 0 |
| Residual U-Net with Spatial Feature Refinement and Channel Sensitivity Enhancement for Accurate Segmentation of Cochineal Insect Infestation BAL Adel, F Rahma, J Imen |
International Conference on Agents and Artificial Intelligence 4 (2026�…, 2026 | 2026 | 0 |
| BEFT vs. LoRA: Parameter-Efficient Fine-Tuning for Auto-Optimized Vision Transformers in Image Classification M Hamdi, S Bouzidi, I Jdey |
International Conference on Agents and Artificial Intelligence 4 (2026�…, 2026 | 2026 | 0 |
| Dynamic Weighted Multimodal Fusion for Explainable Chest X-Ray Segmentation Using Integrated Gradients H Ghazala, J Imen |
International Conference on Agents and Artificial Intelligence 4 (2026�…, 2026 | 2026 | 0 |
| Synergizing CNNs and ViTs: A Survey on Hybrid Models for Fashion Image Classification S Bouzidi, G Hcini, I Jdey, F Drira |
Revista de Inform�tica Te�rica e Aplicada 33 (1), 11-27, 2026 | 2026 | 0 |
| Boosting Hyperspectral Image Classification with a 3D CNN and Vision Transformer Hybrid Architecture H Ghazala, J Imen |
International Conference on Control, Decision and Information Technologies�…, 2026 | 2026 | 0 |
| Automated Impacted Tooth Segmentation in Panoramic Radiographs Using UNet and UNet3+ with Grad-Cam Explainability W Brahmi, I Jdey, F Drira |
2025 IEEE 9th Forum on Research and Technologies for Society and Industry�…, 2025 | 2025 | 0 |
| Privacy aware malaria detection: U-NET model with k anonymity for confidential image analysis H Ghazala, J Imen |
Jordanian Journal of Computers and Information Technology, 2025 | 2025 | 2 |
| Identification Using MLP-Mixer in Agricultural Environments B Rabhi, H Dhahri, I Jdey, O Alhajlah |
Intelligent Decision Technologies: Proceedings of the 16th KES-IDT 2024�…, 2025 | 2025 | 0 |
| Towards Privacy-Aware and Explainable Alzheimer's Diagnosis Using Lime and Federated Learning G Hcini, I Jdey |
IEEE 37th International Conference on Tools with Artificial Intelligence�…, 2025 | 2025 | 0 |
| Towards Explainable Skin Cancer Diagnosis: A Vision Transformer Approach with Grad-CAM Visualization B Sonia, J Imen, F Drira |
2025 International Joint Conference on Neural Networks (IJCNN), 10.1109�…, 2025 | 2025 | 0 |
| Auto-Optimized Parameter-Efficient Fine-Tuning for Skin Lesion Classification with Vision Transformers M Hamdi, S Bouzidi, I Jdey, Drira, Fadoua, B Yanikoglu |
IEEE 9th Forum on Research and Technologies for Society and Industry (RTSI�…, 2025 | 2025 | 0 |
| K-Means Clustered Quantization for Efficient CNN-Based Skin Lesion Classification G Sellami, G Hcini, I Jdey, F Drira, B Yanikoglu |
2025 IEEE 9th Forum on Research and Technologies for Society and Industry�…, 2025 | 2025 | 0 |
| XG-ViT: Explainable and Generalizable Vision Transformer for Benchmark Image Classification S Bouzidi, I Jdey, F Drira |
International Conference on Verification and Evaluation of Computer and�…, 2025 | 2025 | 2 |
| Customized Convolutional Neural Networks for Plant Disease Detection on Leaf Images WB Mesmia, G Hcini, O Mansouri, K Barkaoui, I Jdey |
International Conference on Verification and Evaluation of Computer and�…, 2025 | 2025 | 0 |
| Federated Learning Harnessed with Differential Privacy for Heart Disease Prediction: Enhancing Privacy and Accuracy W Moulahi, T Moulahi, I Jdey, S Zidi |
International Conference on Agents and Artificial Intelligence, 2025 | 2025 | 0 |
| Temperature Control System Enhanced by LSTM Predictive Modeling for Real-Time Monitoring and Adaptation G Hcini, N Bargougui, I Jdey |
2024 International Symposium of Systems, Advanced Technologies and Knowledge�…, 2024 | 2024 | 0 |
| Convolutional neural networks and vision transformers for fashion mnist classification: A literature review S Bbouzidi, G Hcini, I Jdey, F Drira |
arXiv preprint arXiv:2406.03478, 2024 | 2024 | 23 |
| A Vision Transformer Approach with L2 Regularization for Sustainable Fashion Classification S Bouzidi, I Jdey, A M. Adel |
SSRN: https://ssrn.com/abstract=4686032, http://dx.doi.org/10.2139/ssrn.4686032, 2024 | 2024 | 9 |
| IoT-Enhanced Tomato Leaf Disease Identification using MLP-Mixer in Agricultural Environments R Besma, D Habib, I Jdey, O Alhajlah |
Intelligent Decision Technologies, http://idt-24.kesinternational.org/, 2024 | 2024 | 0 |
| Investigating Deep Learning for Early Detection and Decision-Making in Alzheimer's Disease: A Comprehensive Review G Hcini, I Jdey, H Dhahri |
Neural Processing Letters, DOI : 10.1007/s11063-024-11600-5, 2024 | 2024 | 37 |
| Exploring the Role of Convolutional Neural Networks (CNN) in Dental Radiography Segmentation: A Comprehensive Systematic Literature Review B walid, JDEY, Imen, D Fadoua |
International Journal of Engineering Applications of Artificial Intelligence, 2024 | 2024 | 52 |
| Improvement of Satellite Image Classification Using Attention-based Vision Transformer N Slimeni, I Jdey, M Khirallah |
International Conference on Agents and Artificial Intelligence, 80-87, 2024 | 2024 | 4 |
| Deep learning and machine learning for Malaria detection: overview, challenges and future directions I JDEY, G Hcini, H Ltifi |
International Journal of Information Technology & Decision Making, 2024 | 2024 | 55 |
| HSV-Net: A Custom CNN for Malaria Detection with Enhanced Color Representation G Hcini, I Jdey, L Hela |
International Conference on Cyberworlds (CW), 2023 | 2023 | 10 |
| A blockchain-based federated learning mechanism for privacy preservation of healthcare IoT data W Moulahi, I Jdey, T Moulahi, M Alawida, A Alabdulatif |
Computers in Biology and Medicine 167, 107630, 2023 | 2023 | 93 |
| Performance comparison of machine learning methods based on CNN for satellite imagery classification N Slimani, I Jdey, M Kherallah |
2023 9th International Conference on Control, Decision and Information�…, 2023 | 2023 | 7 |
| Blood Cells Classification Using Deep Learning With Customized Data Augmentation And EK-Means Segmentation A HENI, I JDEY, H LTIFI |
Journal of Theoretical and Applied Information Technology 101 (3), 2023 | 2023 | 8 |
| Satellite Image Classification Augmented by Attention-based Vision Transformers N Slimeni, I Jdey, M Khirallah |
INTERNATIONAL CONFERENCE ON INNOVATION AND INTELLIGENCE FOR INFORMATICS�…, 2023 | 2023 | 0 |
| Automatic tooth instance segmentation and identification from panoramic X-Ray images using deep CNN W Brahmi, I Jdey |
Multimedia Tools and Applications 83 (18), 55565-55585, 2023 | 2023 | 31 |
| Trusted Smart Irrigation System based on Fuzzy IoT and Blockchain I JDEY |
International Conference on Service-Oriented Computing, 2022 | 2022 | 16 |
| Improving Malaria Detection Using L1 Regularization Neural Network G HCINI, I JDEY, L HELA |
Journal of Universal Computer Science 28 (10), 1087-1107, 2022 | 2022 | 24 |
| Classification of breast cancer using a manta-ray foraging optimized transfer learning framework NA Baghdadi, A Malki, HM Balaha, Y AbdulAzeem, M Badawy, ... |
PeerJ Computer Science 8, e1054, 2022 | 2022 | 46 |
| K-means and fuzzy c-means fusion for object clustering A Heni, I Jdey, H Ltifi |
2022 8th International Conference on Control, Decision and Information�…, 2022 | 2022 | 4 |
| Study of Different Deep Learning Methods for Coronavirus (COVID-19) Pandemic: Taxonomy, Survey and Insights EOMH Lamia Awassa , Imen Jdey , Habib Dhahri ,Ghazala Hcini , Awais Mahmood |
Sensors 22 ((5)), 2022 | 2022 | 29 |
| Hyperparameter Optimization In Customized Convolutional Neural Network For Blood Cells Classification H GHAZALA, J IMEN, H ASHRAF, L HELA |
Journal of Theoretical and Applied Information Technology 99 (No. 22 -- 2021), 2021 | 2021 | 17 |
| Bayesian hyperparameter optimization of deep neural network algorithms based on ant colony optimization S Jlassi, I Jdey, H Ltifi |
International conference on document analysis and recognition, 585-594, 2021 | 2021 | 18 |
| A critical and intensive review on assessment of water quality parameters through geospatial techniques J Dey, R Vijay |
Environmental Science and Pollution Research 28 (31), 41612-41626, 2021 | 2021 | 40 |
| A CMOS current mode four quadrant analog multiplier free from mobility reduction I Aloui, N Hassen, K Besbes |
AEU-International Journal of Electronics and Communications 82, 119-126, 2017 | 2017 | 31 |
| Comparative study of two decisional fusion techniques: Dempester Shafer theory and fuzzy integral theory in radar target recognition MSB Imen JDEY |
Fuzzy sets and systems 241, 68–76., 2016 | 2016 | 0 |
| Concept combinatoire d’approches ascendante et descendante pour la d�tection de cibles radar MSB Imen Jdey |
Extraction et Gestion des connaissances EGC, 48-56, 2015 | 2015 | 0 |
| Contribution des techniques de fusion et de classification des images au processus d'aide � la reconnaissance des cibles radar non coop�ratives IJ Aloui |
Brest, 2014 | 2014 | 0 |
| Fusion d�cisionnelle pour la reconnaissance des cibles radars MSB Imen JDEY |
Interaction Homme-Machine et Imagerie, 2014 | 2014 | 0 |
| Advanced techniques in automatic target recognition AK Imen Jdey, Mohamed Salim BOUHLEL |
PFMC & SCIGRAD, 2013 | 2013 | 0 |
| Fuzzy fusion system for radar target recognition I Jdey, A Toumi, A Khenchaf, M Dhibi, MS Bouhlel |
International Journal of Computer Applications & Information Technology 1 (3�…, 2012 | 2012 | 16 |
| The contribution of fusion techniques in the recognition systems of radar targets I Jdey, A Toumi, M Dhibi, A Khenchaf |
IET International Conference on Radar Systems (Radar 2012), C94, 2012 | 2012 | 14 |
| New method for analysis of fluorescent microscopy images dedicated to the description of the dynamics chromosome I Jdey, M Dhibi, MS Bouhlel |
2012 6th International Conference on Sciences of Electronics, Technologies�…, 2012 | 2012 | 2 |
| Reconnaissance de cibles radar par fusion de d�cisions I Jdey, AbdelMalekToumi, M Dhibi, A Khenchaf, MS Bouhlel |
Conf�rence Francophone sur l’apprentissage automatique (CAP 2012), 2012 | 2012 | 0 |
| New decisional Fuzzy Fusion For Radar Target Identification MSB Imen JDEY |
International Workshop Interaction Homme Machine, 2012 | 2012 | 0 |
| Fusion techniques contribution for radar target recognition AKMSB Imen Jdey, Abdel Malek Toumi, Mounir Dhibi |
Fouille et Visualisation de Donn�es Massives Big Data Mining and visualization, 2012 | 2012 | 0 |
| Towards Explainable Skin Cancer Diagnosis: A Vision Transformer Approach with Grad-CAM Visualization B Sonia, J Imen, F Drira |
International Joint Conference on Neural Networks (IJCNN), 0 | 0 | 0 |
| Enhancing Satellite Image Classification with Attention-based Vision Transformer N Slimeni, I Jdey, M Khirallah |
International Conference on Innovation and Intelligence for Informatics�…, 0 | 0 | 0 |
| A blockchain-based federated learning mechanism for privacy preservation of healthcare IoT data |
0 | 0 | |
| Fuzzy Fusion System for Radar Target Recognition M DHIBI, MS BOUHLEL |
0 | 0 | |
| FUZZY FUSION SYSTEM FOR RADAR TARGET RECOGNITION MS BOUHLEL |
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