Profile Ghazala Hcini
First Name
Ghazala
Last Name
Hcini
Address
Hsinet Primary School, Segdel 9121, Sidi Bouzid, Tunisia
Zip code
3038
Biography
Ghazala Hcini recently earned her Ph.D. in the field of Sciences and Technologies of Information and Communication (STIC) from the National School of Electronics and Telecommunications of Sfax (Enet'com) at the University of Sfax., Tunisia. Her research expertise is centered on the application of machine learning algorithms for image classification, with a particular focus on medical imaging.
Research Interests
Machine learning, Deep learning, Computer vision, Image classification
H-index: 6 Total citation: 151
📚 Scientific Publications
| Title & Authors | Conference/Revue | Year | Citations |
|---|---|---|---|
| Customized Convolutional Neural Networks for Plant Disease Detection on Leaf Images WB Mesmia, G Hcini, O Mansouri, K Barkaoui, I Jdey |
2025 | 0 | |
| Privacy-Aware Malaria Detection: U-Net Model with k-Anonymity for Confidential Image Analysis GHI Jdey |
Jordanian Journal of Computers and Information Technology (JJCIT) 11 (01), 85-99, 2024 | 2024 | 0 |
| 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 23 (05�…, 2024 | 2024 | 48 |
| 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 | 12 |
| 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 56 (3), 153, 2024 | 2024 | 22 |
| Temperature Control System Enhanced by LSTM Predictive Modeling for Real-Time Monitoring and Adaptation I Hcini, Ghazala and Bargougui, Nada and Jdey |
IEEE 2024 International Symposium of Systems, Advanced Technologies and�…, 2024 | 2024 | 0 |
| HSV-Net: a custom cnn for malaria detection with enhanced color representation G Hcini, I Jdey, H Ltifi |
2023 International Conference on Cyberworlds (CW), 337-340, 2023 | 2023 | 6 |
| Improving Malaria Detection Using L1 Regularization Neural Network IJHL Ghazala Hcini |
JUCS - Journal of Universal Computer Science 28 (10), 1087-1107, 2022 | 2022 | 23 |
| Study of different deep learning methods for coronavirus (COVID-19) pandemic: Taxonomy, survey and insights L Awassa, I Jdey, H Dhahri, G Hcini, A Mahmood, E Othman, M Haneef |
Sensors 22 (5), 1890, 2022 | 2022 | 28 |
| Hyperparameter optimization in customized convolutional neural network for blood cells classification G Hcini, I Jdey, A Heni, H Ltifi |
J. Theor. Appl. Inf. Technol 99, 5425-5435, 2021 | 2021 | 12 |