Profile Samar Bouazizi
First Name
Samar
Last Name
Bouazizi
Address
1st june street number 03 Sidi Bouzid 9100 Tunisia
Zip code
3038
Biography
Samar Bouazizi is an Assistant Professor of Computer Science at the Faculty of Sciences and Techniques of Sidi Bouzid, Tunisia, and a research member of the REGIM Laboratory at the National School of Engineers of Sfax (ENIS), University of Sfax, Tunisia. She obtained her Ph.D. in Signal and Image Technologies from ENIS in 2023. She focuses her research on decision support systems, visual analytics, machine learning, deep learning, and pattern recognition. She has authored several publications in international journals and conference proceedings. She also serves as a reviewer for several high-impact journals and international conferences.
Research Interests
Decision Support Systems, Visual Analytics, Machine Learning, Deep Learning
H-index: 5 Total citation: 93
📚 Scientific Publications
| Title & Authors | Conference/Revue | Year | Citations |
|---|---|---|---|
| Explainable Grouped Deep Echo State Network for EEG-based emotion recognition S Bouazizi, H Ltifi |
Soft Computing, 1-18, 2025 | 2025 | 1 |
| Ensemble Multi-task Learning Approach for Explainable EEG-Based Stroke Prediction S Nbili, S Bouazizi, H Ltifi |
International Conference on Pattern Recognition, 439-454, 2024 | 2024 | 0 |
| Enhancing accuracy and interpretability in EEG-based medical decision making using an explainable ensemble learning framework application for stroke prediction S Bouazizi, H Ltifi |
Decision Support Systems 178, 114126, 2024 | 2024 | 50 |
| Novel diversified echo state network for improved accuracy and explainability of EEG-based stroke prediction S Bouazizi, H Ltifi |
Information Systems 120, 102317, 2024 | 2024 | 14 |
| Enhancing EEG-based emotion recognition using PSD-Grouped Deep Echo State Network. S Bouazizi, E Benmohamed, H Ltifi |
Journal of Universal Computer Science (JUCS) 29 (10), 2023 | 2023 | 9 |
| PSO-K2PC: Bayesian structure learning using optimized K2 algorithm for parents-children detection S Bouazizi, E Benmohamed, H Ltifi |
International Journal of Computers and Applications 45 (9), 553-563, 2023 | 2023 | 4 |
| A novel approach of ESN reservoir structure learning for improved predictive performance S Bouazizi, E Benmohamed, H Ltifi |
2023 IEEE Symposium on Computers and Communications (ISCC), 232-237, 2023 | 2023 | 2 |
| Decision-making based on an improved visual analytics approach for emotion prediction S Bouazizi, E benmohamed, H Ltifi |
Intelligent Decision Technologies 17 (2), 557-576, 2023 | 2023 | 6 |
| Sa-k2pc: Optimizing k2pc with simulated annealing for bayesian structure learning S Bouazizi, E Benmohamed, H Ltifi |
International Conference on Hybrid Intelligent Systems, 762-775, 2022 | 2022 | 2 |
| Improved visual analytic process under cognitive aspects S Bouazizi, H Ltifi |
International Conference on Advanced Information Networking and Applications�…, 2021 | 2021 | 5 |