Profile Ramzi ZOUARI

First Name
Ramzi

Last Name
ZOUARI

Address
Sakiet Ezzit, 3021 Sfax - Tunisia

Zip code
3038

Biography
<p>Ramzi Zouari is an Assistant Professor at the High Institute of Informatics and Multimedia in Sfax, Tunisia. He is also a researcher in the Laboratory of Signals, systeMs, aRtificial Intelligence and neTworkS (SM@RTS) at the Digital Research Center of Sfax. He obtained the doctorate diploma from the National School of Engineering of Sfax, Tunisia in 2020. His research interests include handwriting trajectory modeling and recognition. Moreover, he focuses his research on the analysis of geo-spatial images for smart agriculture, and also the investigation of the adversarial robustness of deep neural networks used by autonomous vehicles.</p>

Research Interests
<p>Remote sensing; Foundation models; Generative AI; Adaptation techniques (LoRA, Conv-LoRA); Mixture of Experts</p>
Scientific publications
Title Cited by Year
RNN-LSTM based beta-elliptic model for online handwriting script identification.
R Zouari, H Boubaker, M Kherallah
Int. Arab J. Inf. Technol. 15 (3A), 532-539, 2018

6 2018
Two staged fuzzy SVM algorithm and beta-elliptic model for online arabic handwriting recognition
R Zouari, H Boubaker, M Kherallah
International Conference on Artificial Neural Networks, 450-458, 2017

7 2017
Feature extractor based deep method to enhance online arabic handwritten recognition system
M Elleuch, R Zouari, M Kherallah
International Conference on Artificial Neural Networks, 136-144, 2016

20 2016
A time delay neural network for online arabic handwriting recognition
R Zouari, H Boubaker, M Kherallah
International conference on intelligent systems design and applications …, 2016

11 2016
Hybrid TDNN-SVM algorithm for online Arabic handwriting recognition
R Zouari, H Boubaker, M Kherallah
International Conference on Hybrid Intelligent Systems, 113-123, 2016

8 2016