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Imen JDEY ALOUI
Imen JDEY ALOUI
Associate professor, ReGIM-Lab. REsearch Groups in Intelligent Machines (LR11ES48)
Dirección de correo verificada de ieee.org
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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
372023
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
332022
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, 2023
302023
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
302017
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
282021
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
262022
Improving Malaria Detection Using L1 Regularization Neural Network
G HCINI, I JDEY, L HELA
Journal of Universal Computer Science 28 (10), 1087-1107, 2022
182022
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
142012
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
122024
Bayesian hyperparameter optimization of deep neural network algorithms based on ant colony optimization
S Jlassi, I Jdey, H Ltifi
Document Analysis and Recognition–ICDAR 2021: 16th International Conference …, 2021
122021
Trusted Smart Irrigation System based on Fuzzy IoT and Blockchain
I JDEY
International Conference on Service-Oriented Computing, 2022
112022
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
112021
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
102023
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
102012
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
62024
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
6*2024
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
62024
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
62023
HSV-Net: A Custom CNN for Malaria Detection with Enhanced Color Representation
G Hcini, I Jdey, L Hela
International Conference on Cyberworlds (CW), 2023
52023
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
52023
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