Profile Zeineb Fki
Zeineb Fki
curriculum vitae
First Name
Zeineb
Last Name
Fki
Address
Zip code
3038
Biography
(Membre étudiant de l’IEEE 2017) est née à Sfax, en Tunisie. Elle est actuellement docteur au Regim-Lab de l’ENIS. Ses intérêts de recherche comprennent le « e-calcul » (machine intelligente, apprentissage profond), la « e-santé » (contrôle intelligent, applications médicales) et QoS (prédiction et gestion de risque, optimisation).
Research Interests
Deep learning, optimization techniques, healthcare, QoS, IoT, federated learning, tiny ML,
H-index: 4 Total citation: 57
📚 Scientific Publications
| Title & Authors | Conference/Revue | Year | Citations |
|---|---|---|---|
| A novel IoT-based deep neural network for COVID-19 detection using a soft-attention mechanism Z Fki, B Ammar, R Fourati, H Fendri, A Hussain, M Ben Ayed |
Multimedia Tools and Applications 83 (18), 54989-55009, 2024 | 2024 | 7 |
| Towards automated optimization of residual convolutional neural networks for electrocardiogram classification Z Fki, B Ammar, MB Ayed |
Cognitive Computation 16 (3), 1334-1344, 2024 | 2024 | 14 |
| A novel internet of things based on deep neural network framework using soft-attention convolutional neural networks for COVID-19 detection Z Fki, B Ammar, R Fourati, H Fendri, E Daoued, Z Mnif, A Hussain, ... |
2022 | 0 | |
| Towards automated optimisation of residual convolutional neural networks for electrocardiogram classification Z Fki, B Ammar, MB Ayed |
arXiv preprint arXiv:2112.06024, 2021 | 2021 | 1 |
| Optimization of residual convolutional neural network for electrocardiogram classification Z Fki, B Ammar, MB Ayed |
arXiv preprint arXiv:2112.06024, 2021 | 2021 | 1 |
| Online anomaly detection in ECG signal using hierarchical temporal memory W Midani, Z Fki, M BenAyed |
2019 Fifth International Conference on Advances in Biomedical Engineering�…, 2019 | 2019 | 10 |
| Machine learning with internet of things data for risk prediction: application in ESRD Z Fki, B Ammar, MB Ayed |
2018 12th International Conference on Research Challenges in Information�…, 2018 | 2018 | 20 |
| Risk prediction in smart home care FKI Zeineb, A Boudour, BA Mounir |
2018 IEEE 32nd International Conference on Advanced Information Networking�…, 2018 | 2018 | 4 |
| A variational autoencoder-based approach for efficiently solving sparse large multi-objective optimization problems Z Fki, H Brahmi, N Chouikhi, B Ammar, M Farouk Ayadi, N Masmoudi, ... |
Available at SSRN 6129148, 0 | 0 | 0 |