Profile Mohamed Neji
First Name
Mohamed
Last Name
Neji
Address
SFAX
Zip code
3038
Biography
Mohamed Neji (Senior Member, IEEE) was born in Sfax, Tunisia, in 1979. He received the degree in computer science applied to management in 2003, and the PhD. degree in computer systems engineering in 2014. He is a Assistant Professor in the Data Engineering and Decisional Systems department in the National School of Electronics and Communications of Sfax, University Of Sfax. His research interests include the applications of intelligent methods (neural networks) to pattern recognition, and vision systems. He is the IEEE Tunisia Section
treasurer (2017-2020) and the Student Activities Committee Chair (2023 and 2024). He is also an Leader auditor (ISO 9001 and 21001). He is a coordinator and member of many research projects.
H-index: 10 Total citation: 398
📚 Scientific Publications
| Title & Authors | Conference/Revue | Year | Citations |
|---|---|---|---|
| An explainable machine learning model for detecting behavioral medication effects in motor subtypes of early Parkinson’s disease based on acoustics speech signals Z BenMessaoud, S BenHassen, M Neji, A Hussain, N Farhat, E Smaoui, ... |
Multimedia Tools and Applications 85 (6), 540, 2026 | 2026 | 0 |
| Early Parkinson’s disease detection from offline hand-drawing based on SqueezeNet and TinySiamese network MF Allebawi, T Dhieb, I Jarraya, M Neji, N Farhat, K Moalla, TM Hamdani, ... |
Multimedia Tools and Applications 85 (4), 282, 2026 | 2026 | 1 |
| Hand-Drawn Image (HDI) dataset: Deep approach for essential tremor recognition T Alwaer, I Jarraya, T Dhieb, M Neji, N Farhat, S Sellami, TM Hamdani, ... |
Multimedia Tools and Applications 85 (3), 249, 2026 | 2026 | 1 |
| GradSwap: Training-Free Diffusion for Efficient Face Swapping. E BenSaid, M Jabberi, M Neji, AM Alimi |
ICAART (3), 2692-2699, 2026 | 2026 | 0 |
| PDGV Dataset: Investigating Deep Learning CNN for Gait-Based Parkinson’s Disease Recognition Z Mahfouf, I Jarraya, T Dhieb, M Neji, N Farhat, E Smaoui, T M. Hamdani, ... |
Arabian Journal for Science and Engineering, 1-21, 2025 | 2025 | 1 |
| Deep Neural Network for Early Parkinson’s Disease Detection from Offline Hand-Drawing MF Allebawi, T Dhieb, I Jarraya, M Neji, N Farhat, TM Hamdani, M Damak, ... |
International Conference on Computational Collective Intelligence, 218-232, 2025 | 2025 | 1 |
| Deep Learning for Discriminating Essential Tremor from Parkinson’s Disease via Handwriting Analysis M Azlouk, T Dhieb, I Jarraya, M Neji, N Farhat, S Sellami, TM Hamdani, ... |
2025 IEEE/ACS 22nd International Conference on Computer Systems and�…, 2025 | 2025 | 1 |
| Deep Isoline Attack for Imperceptible Adversarial Perturbation on Face Recognition Systems E BenSaid, M Jabberi, M Neji, AM Alimi |
International Conference on Advanced Concepts for Intelligent Vision Systems�…, 2025 | 2025 | 1 |
| Deep keypoints adversarial attack on face recognition systems E BenSaid, M Neji, M Jabberi, AM Alimi |
Neurocomputing 621, 129295, 2025 | 2025 | 16 |
| Facial dataset anonymization: striking the balance between privacy and utility E Bensaid, M Neji, H Chabchoub, K Ouahada, AM Alimi |
IEEE access 12, 180830-180843, 2024 | 2024 | 5 |
| A hybrid approach using 2D CNN and attention-based LSTM for Parkinson’s disease detection from video E Krichene, I Jarraya, T Dhieb, Z Mahfouf, M Neji, N Farhat, E Smaoui, ... |
International Conference on Computational Collective Intelligence, 146-156, 2024 | 2024 | 6 |
| Parkinson’s disease detection from online handwriting based on beta-elliptical approach and fuzzy perceptual detector MF Allebawi, T Dhieb, M Neji, N Farhat, E Smaoui, TM Hamdani, ... |
IEEE Access 12, 56936-56950, 2024 | 2024 | 48 |
| Deep learning methods for early detection of Alzheimer’s disease using structural MR images: a survey SB Hassen, M Neji, Z Hussain, A Hussain, AM Alimi, M Frikha |
Neurocomputing 576, 127325, 2024 | 2024 | 35 |
| A new online Arabic handwriting dataset for analyzing Parkinson’s disease MF Allebawi, T Dhieb, I Jarraya, M Neji, N Farhat, E Smaoui, K Moalla, ... |
2023 International Conference on Cyberworlds (CW), 62-69, 2023 | 2023 | 16 |
| FaceAnonym: Face Anonymization Model via Latent Space Mapping E BenSaid, M Neji, AM Alimi |
2023 International Conference on Cyberworlds (CW), 480-483, 2023 | 2023 | 5 |
| Natural Face Anonymization via Latent Space Layers Swapping E BenSaid, M Neji, AM Alimi |
2023 IEEE Symposium on Computers and Communications (ISCC), 562-567, 2023 | 2023 | 9 |
| A comparative approach of ML algorithms to rank irrigation water quality: case of Oriental-Coast shallow aquifer in Cap-Bon, northeastern of Tunisia N Yahyaoui, M Neji, M Kallel, A Wali, S Hajji |
Modeling Earth Systems and Environment, 1-14, 2023 | 2023 | 13 |
| Neural Style Transfer for Image-Based Garment Interchange Through Multi-Person Human Views. H Ghodhbani, M Neji, AM Alimi |
VISIGRAPP (4: VISAPP), 327-335, 2023 | 2023 | 2 |
| Dress-up: deep neural framework for image-based human appearance transfer H Ghodhbani, M Neji, AM Qahtani, O Almutiry, H Dhahri, AM Alimi |
Multimedia Tools and Applications, 1-28, 2022 | 2022 | 23 |
| You can try without visiting: a comprehensive survey on virtually try-on outfits H Ghodhbani, M Neji, I Razzak, AM Alimi |
Multimedia Tools and Applications 81 (14), 19967-19998, 2022 | 2022 | 60 |
| A new approach for a safe car assistance system M Ben Dkhil, M Neji, A Wali, AM Alimi |
arXiv e-prints, arXiv: 1806.07284, 2018 | 2018 | 1 |
| Feast: face and emotion analysis system for smart tablets A Benmohamed, M Neji, M Ramdani, A Wali, AM Alimi |
Multimedia Tools and Applications 74, 9297-9322, 2015 | 2015 | 14 |
| A new approach for a safe car assistance system MB Dkhil, M Neji, A Wali, AM Alimi |
Advanced Logistics and Transport (ICALT), 2015 4th International Conference�…, 2015 | 2015 | 16 |
| The Multi-Agents Architecture for Emotion Recognition: Case of Information Retrieval System M N�ji, A Wali, AM Alimi |
International Journal of Software Innovation (IJSI) 2 (1), 73-85, 2014 | 2014 | 3 |
| Emotion recognition by analysis of EEG signals H Blaiech, M Neji, A Wali, AM Alimi |
Hybrid Intelligent Systems (HIS), 2013 13th International Conference on, 312-318, 2013 | 2013 | 96 |
| Towards an intelligent information research system based on the human behavior: Recognition of user emotional state M Neji, MB Ammar, A Wali, AM Alimi |
2013 IEEE/ACIS 12th International Conference on Computer and Information�…, 2013 | 2013 | 7 |
| Real-time affective learner profile analysis using an EMASPEL framework M Neji, MB Ammar, AM Alimi |
2011 IEEE Global Engineering Education Conference (EDUCON), 664-670, 2011 | 2011 | 9 |
| The innovative approach to user modelling for information retrieval system M Neji |
e-Learning 5 (2), 123-134, 2007 | 2007 | 5 |
| Multidimensional Schema Evolution - Integrating New OLAP Requirements FG Mohamed Neji, Ahlem Nabli, Jamel Feki |
ICEIS (1), 2006 | 2006 | 0 |
| MULTIDIMENSIONAL SCHEMA EVOLUTION M NEJI, A NABLI, J FEKI, F GARGOURI |
0 | 0 | |
| Image-Based Virtual Try-on System: A Survey of Deep Learning-Based Methods H Ghodhbani, M Neji, AM Alimi |
0 | 3 |