Profile Souhir Bouaziz
First Name
Souhir
Last Name
Bouaziz
Address
PO Box 396, Sidi Abbes 3062, Sfax, Tunisia
Zip code
3038
Biography
Souhir Bouaziz was born in Sfax (Tunisia) in 1984. She is graduated in Computer Engineering 2008, obtained the Ph.D. degree on Computer System Engineering (ISI) in 2014 and the HdR degree on Computer System Engineering (ISI) in 2022, all from the National Engineering School of Sfax (ENIS). She is currently Assistant Professor at the higher computer science and multimedia of Sfax (ISIM-Sfax), and a member of the REsearch Groups in Intelligent Machines (REGIM-Lab). Her research interest includes computational intelligence (neural network, evolutionary computation, swarm intelligence) and social network.
Research Interests
Neural network, Evolutionary computation, Swarm intelligence, Social network
H-index: 10 Total citation: 276
📚 Scientific Publications
| Title & Authors | Conference/Revue | Year | Citations |
|---|---|---|---|
| Hierarchical fuzzy design by a multi-objective evolutionary hybrid approach Y Jarraya, S Bouaziz, AM Alimi, A Abraham |
Soft Computing 24 (5), 3615-3630, 2020 | 2020 | 7 |
| 2019 Index IEEE Transactions on Fuzzy Systems Vol. 27 CK Ahn, Z Ai, MG Akbari, ON Al Sayaydeh, MI Ali, AM Alimi, Y An, ... |
IEEE Transactions on Fuzzy Systems 27 (12), 2019 | 2019 | 0 |
| A multi-agent architecture for the design of hierarchical interval type-2 beta fuzzy system Y Jarraya, S Bouaziz, H Hagras, AM Alimi |
IEEE Transactions on Fuzzy Systems 27 (6), 1174-1188, 2018 | 2018 | 18 |
| Hierarchical flexible beta fuzzy design by a multi-objective evolutionary hybrid approach Y Jarraya, S Bouaziz, AM Alimi |
IEEE Access 6, 11544-11558, 2018 | 2018 | 4 |
| Evolutionary multi-objective based hierarchical interval type-2 beta fuzzy system for classification problems Y Jarraya, S Bouaziz, AM Alimi |
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017 | 2017 | 1 |
| A robust proactive surgeries scheduling D Amami, S BOUAZIZ, A DAMMAK |
Proceding of the International Conference on Multiple Objective Programming�…, 2017 | 2017 | 0 |
| Recurrent flexible neural tree model for time series prediction M Ammar, S Bouaziz, AM Alimi, A Abraham |
International Conference on Hybrid Intelligent Systems, 58-67, 2016 | 2016 | 3 |
| Multi-agent architecture for Multi‐objective optimization of Flexible Neural Tree M Ammar, S Bouaziz, AM Alimi, A Abraham |
Neurocomputing 214, 307-316, 2016 | 2016 | 10 |
| Evolutionary hierarchical fuzzy modeling of interval type-2 beta fuzzy systems Y Jarraya, S Bouaziz, AM Alimi, A Abraham |
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC�…, 2016 | 2016 | 5 |
| Evolving flexible beta basis function neural tree using extended genetic programming & hybrid artificial bee colony S Bouaziz, H Dhahri, AM Alimi, A Abraham |
Applied Soft Computing 47, 653-668, 2016 | 2016 | 30 |
| Negotiation process for bi-objective multi-agent flexible neural tree model M Ammar, S Bouaziz, AM Alimi, A Abraham |
2015 International Joint Conference on Neural Networks (IJCNN), 1-9, 2015 | 2015 | 3 |
| Evolutionary multi-objective optimization for evolving hierarchical fuzzy system Y Jarraya, S Bouaziz, AM Alimi, A Abraham |
2015 IEEE Congress on Evolutionary Computation (CEC), 3163-3170, 2015 | 2015 | 8 |
| Arabic handwritten word recognition with large vocabulary based on explicit segmentation S Bouaziz, A Mezghani, S Kanoun |
2014 Information and Communication Technologies Innovation and Application�…, 2014 | 2014 | 2 |
| Multi-Agent Evolutionary Design of Beta Fuzzy Systems Y Jarraya, Bouazizir, AM Alimi, A Abraham |
IEEE International Conference on Fuzzy Systems 2014, 1234-1241, 2014 | 2014 | 6 |
| Multi-agent Evolutionary design of Flexible Beta Basis Function Neural Tree M Ammar, S Bouaziz, AM Alimi, A Abraham |
International Joint Conference on Neural Networks, 1265-1271, 2014 | 2014 | 5 |
| Universal Approximation Propriety of Flexible Beta Basis Function Neural Tree S Bouaziz, AM Alimi, A Abraham |
International Joint Conference on Neural Networks, 573-580, 2014 | 2014 | 10 |
| PSO-based update memory for Improved Harmony Search algorithm to the evolution of FBBFNT’ parameters S Bouaziz, AM Alimi, A Abraham |
IEEE Congress on Evolutionary Computation, 1951-1958, 2014 | 2014 | 7 |
| A hybrid learning algorithm for evolving flexible beta basis function neural tree model S Bouaziz, H Dhahri, AM Alimi, A Abraham |
Neurocomputing 117, 107-117, 2013 | 2013 | 55 |
| The adaptive chemotactic foraging with differential evolution algorithm Y Jarraya, S Bouaziz, AM Alimi, A Abraham |
2013 World Congress on Nature and Biologically Inspired Computing, 63-68, 2013 | 2013 | 5 |
| Hybrid harmony search algorithm for global optimization M Ammar, S Bouaziz, AM Alimi, A Abraham |
2013 World Congress on Nature and Biologically Inspired Computing, 69-75, 2013 | 2013 | 21 |
| Baseline Estimation in Arabic Handwritten Text-Line - Evaluation on AHTID/MW Database A Mezghani, S Kanoun, S Bouaziz, M Khemakhem, HE Abed |
2nd International Conference on Pattern Recognition Applications and Methods, 2013 | 2013 | 4 |
| Arabic Character Recognition based on Statistical Features - A Comparative Study MG Kchaou, S Kanoun, F Slimane, SA Bouaziz |
2nd International Conference on Pattern Recognition Applications and Methods, 2013 | 2013 | 5 |
| Handwritten Arabic word recognition with wide vocabulary S Bouaziz, S Kanoun, A Mezghani |
Traitement et Analyse de l'Information: M�thodes et applications, 113-118, 2013 | 2013 | 0 |
| Fuzzy Modeling System based on Hybrid Evolutionary Approach Y JARRAYA, S BOUAZIZ, AM ALIMI, A ABRAHAM |
Thirteenth International Conference on Hybrid Intelligent Systems (HIS�…, 2013 | 2013 | 8 |
| Evolving Flexible Beta Basis Function Neural Tree for Nonlinear Systems S Bouaziz, AM Alimi, A Abraham |
International Joint Conference on Neural Networks, 2013 | 2013 | 13 |
| A Hybrid Computational Chemotaxis in Bacterial Foraging Optimization Algorithm for Global Numerical Optimization Y JARRAYA, S BOUAZIZ, AM ALIMI, A Abraham |
IEEE International Conference on Cybernetics, 213 - 218, 2013 | 2013 | 18 |
| Extended Immune Programming and Opposite-based PSO for Evolving Flexible Beta Basis Function Neural Tree S BOUAZIZ, AM ALIMI, A Abraham |
IEEE International Conference on Cybernetics, 13 - 18, 2013 | 2013 | 12 |
| Evolving flexible beta operator neural trees (FBONT) for time series forecasting S Bouaziz, H Dhahri, AM Alimi |
International Conference on Neural Information Processing, 17-24, 2012 | 2012 | 16 |
| The new hybridization between Harmony Search and Differential Evolution algorithms M Ammar, S Bouaziz, AM Alimi |
4th International Conference on Metaheuristics and Nature Inspired Computing, 2012 | 2012 | 0 |
| Adaptive Bacterial Foraging Swarm Optimization with Chemotactic Differential Evolution Algorithm Y Jarraya, S Bouaziz, AM Alimi |
4th International Conference on Metaheuristics and Nature Inspired Computing, 2012 | 2012 | 0 |
| Baseline Estimation in Arabic Handwritten Text-Line A Mezghani, S Kanoun, S Bouaziz, M Khemakhem, H El Abed |
0 | 0 |