Profile Sourour Njah

First Name
Sourour

Last Name
Njah

Address
Route de Mahdia Km9 Sfax 3054, BP 119

Zip code
3038

Biography
Sourour Njah is an IEEE member and member of REGIM-Lab (LR11ES48 http://regim.org/). She is an assistant professor at the High Institute of Commerce of Sfax. She received her PhD in Computer Engineering in 2013 from National School of Engineers of Sfax. She got her master in computer science applied in management in 1998. Her research domains are cursive handwriting analysis, theories of perception, recognition, online handwriting, reading and writing models, fuzzy logic and genetic algorithms, artificial intelligence.

Research Interests
Cursive handwriting analysis, Theories of perception, On-line handwriting recognition, Reading and writing models, Artificial intelligence
Scientific publications
Title Cited by Year
Convolutional neural networks for online arabic characters recognition with beta-elliptic knowledge domain
H Akouaydi, S Njah, W Ouarda, A Samet, M Zaied, AM Alimi
2019 International Conference on Document Analysis and Recognition Workshops …, 2019

18 2019
Neural architecture based on fuzzy perceptual representation for online multilingual handwriting recognition
H Akouaydi, S Njah, W Ouarda, A Samet, T Dhieb, M Zaied, AM Alimi
arXiv preprint arXiv:1908.00634, 2019

12 2019
An extended Beta-Elliptic model and fuzzy elementary perceptual codes for online multilingual writer identification using deep neural network
T Dhieb, S Njah, H Boubaker, W Ouarda, MB Ayed, AM Alimi
arXiv preprint arXiv:1804.05661, 2018

6 2018
An online writer identification system based on beta-elliptic model and fuzzy elementary perceptual codes
T Dhieb, S Njah, H Boubaker, W Ouarda, MB Ayed, AM Alimi
arXiv preprint arXiv:1804.05661, 2018

11 2018
Decision trees based on perceptual codes for on-line Arabic character recognition
H Akouaydi, S Abdelhedi, S Njah, M Zaied, AM Alimi
2017 1st International Workshop on Arabic Script Analysis and Recognition …, 2017

15 2017