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E-mail: souhir.bouaziz@ieee.org
Website: http://members.regim.org/souhirbouaziz/

Curriculum Vitae (EN)
Curriculum Vitae (FR)
  First Name :
Souhir
  Last Name :
Bouaziz
  City :
Sfax
  Address :

Sidi Abbes, BP 396</

  Zip code :
3062
  Biography :

Souhir Bouaziz was born in Sfax (Tunisia) in 1984. She is a PHD of computer science in the National Engineering School of Sfax (ENIS), since February 2014. She is currently assistant in ISSAT-Gabes, and a member of the REsearch Groups in Intelligent Machines (REGIM-Lab). His research interests include Neural Network, Evolutionary Computation, Swarm Intelligence.

  Research Interests :

Neural Network, Evolutionary Computation, Swarm Intelligence.

 ResearcherID :
 DBLP :
http://www.informatik.uni-trier.de/~ley/pers/hd/b/Bouaziz:Souhir.html
 AMiner :
http://arnetminer.org/person/souhir-bouaziz-14358841.html

Souhir Bouaziz - Google Scholar Citations
AllSince 2014
Citations199184
h-index88
i10-index87

TitleCited byYear
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, 2018
2018
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
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
12017
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
22016
Multi-agent architecture for Multi‐objective optimization of Flexible Neural Tree
M Ammar, S Bouaziz, AM Alimi, A Abraham
Neurocomputing 214, 307-316, 2016
42016
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
32016
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
142016
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
32015
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
72015
New variants of the covering location problem: modeling and a two-stage genetic algorithm
SG Bouaziz, R Mellouli, A Dammak, M Al-Hassan
2015 2nd World Symposium on Web Applications and Networking (WSWAN), 1-6, 2015
12015
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
12014
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
52014
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
52014
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
102014
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
62014
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
472013
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
52013
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
162013
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
32013
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
52013
Handwritten Arabic word recognition with wide vocabulary
S Bouaziz, S Kanoun, A Mezghani
Traitement et Analyse de l'Information: Méthodes et applications, 113-118, 2013
2013
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
52013
Evolving Flexible Beta Basis Function Neural Tree for Nonlinear Systems
S Bouaziz, AM Alimi, A Abraham
International Joint Conference on Neural Networks, 2013
132013
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
172013
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
112013
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
152012
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
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
Baseline Estimation in Arabic Handwritten Text-Line
A Mezghani, S Kanoun, S Bouaziz, M Khemakhem, H El Abed



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