Olfa Jemai

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 27

Top Topics

Human Activity Recognition

Top Venues

Multim. Tools Appl.

Publications

Karim Haddada, Mohamed Ibn Khedher, Olfa Jemai, Sarra Iben Khedher, Mounim A. El-Yacoubi
Assessing the Interpretability of Machine Learning Models in Early Detection of Alzheimer's Disease. HSI (2024)
Nozha Jlidi, Sameh Kouni, Olfa Jemai, Tahani Bouchrika
MediaPipe with GNN for Human Activity Recognition. J. Univers. Comput. Sci. 30 (6) (2024)
Sameh Ben Hamida, Sana Ben Hamida, Ahmed Snoun, Olfa Jemai, Abderrazek Jemai
The influence of dropout and residual connection against membership inference attacks on transformer model: a neuro generative disease case study. Multim. Tools Appl. 83 (6) (2024)
Wafa Ben Taleb, Olfa Jemai
Remote Monitoring System for the Elderly people based on a Contextual Bandit approach. HSI (2024)
Khaoula Ajroudi, Mohamed Ibn Khedher, Olfa Jemai, Mounim A. El-Yacoubi
Exploring the Efficacy of Text Embeddings in Early Dementia Diagnosis from Speech. HSI (2024)
Ahmed Snoun, Tahani Bouchrika, Olfa Jemai
Deep-learning-based human activity recognition for Alzheimer's patients' daily life activities assistance. Neural Comput. Appl. 35 (2) (2023)
Karim Haddada, Mohamed Ibn Khedher, Olfa Jemai
Comparative study of Deep Learning architectures for Early Alzheimer Detection. CW (2023)
Ahmed Zaghdoud, Olfa Jemai
A metaplastic neural network technique for human activity recognition for Alzheimer's patients. INISTA (2023)
Wafa Ben Taleb, Ahmed Snoun, Tahani Bouchrika, Olfa Jemai
Reinforcement Learning for assistance of Alzheimer's disease patients. CoDIT (2022)
Ahmed Snoun, Tahani Bouchrika, Olfa Jemai
View-invariant 3D Skeleton-based Human Activity Recognition based on Transformer and Spatio-temporal Features. ICPRAM (2022)
Ahmed Snoun, Tahani Bouchrika, Ines Teyeb, Olfa Jemai
A Multimodal Hypovigilance Detection System Based on Fuzzy Logic and Transfer Learning. J. Signal Process. Syst. 94 (12) (2022)
Ahmed Snoun, Tahani Bouchrika, Olfa Jemai
A Reinforcement Learning and Transformers Based Intelligent System for the Support of Alzheimer's Patients in Daily Life Activities. ICCCI (2022)
Ahmed Snoun, Nozha Jlidi, Tahani Bouchrika, Olfa Jemai, Mourad Zaied
Towards a deep human activity recognition approach based on video to image transformation with skeleton data. Multim. Tools Appl. 80 (19) (2021)
Rimeh Jarray, Ahmed Snoun, Tahani Bouchrika, Olfa Jemai
Deep Human Action Recognition System for Assistance of Alzheimer's Patients. HIS (2020)
Nozha Jlidi, Ahmed Snoun, Tahani Bouchrika, Olfa Jemai, Mourad Zaied
PTLHAR: PoseNet and transfer learning for human activities recognition based on body articulations. ICMV (2019)
Tahani Bouchrika, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
Rapid and efficient hand gestures recognizer based on classes discriminator wavelet networks. Multim. Tools Appl. 77 (5) (2018)
Ahmed Snoun, Ines Teyeb, Olfa Jemai, Mourad Zaied
A Multimodal Vigilance Monitoring System Based on Fuzzy Logic Architecture. ICONIP (4) (2017)
Fatma Guesmi, Tahani Bouchrika, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
Arabic sign language recognition system based on wavelet networks. SMC (2016)
Salwa Said, Olfa Jemai, Salima Hassairi, Ridha Ejbali, Mourad Zaied, Chokri Ben Amar
Deep wavelet network for image classification. SMC (2016)
Siwar Yahia, Salwa Said, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
Comparison between extreme learning machine and wavelet neural networks in data classification. ICMV (2016)
Salwa Said, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
Wavelet networks for facial emotion recognition. ISDA (2015)
Ines Teyeb, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
Vigilance measurement system through analysis of visual and emotional driver's signs using wavelet networks. ISDA (2015)
Tahani Bouchrika, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
CSWN: A Cascaded Architecture of Separator Wavelet Networks for Image Classification. ICTAI (2015)
Salwa Said, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
3D fast wavelet network model-assisted 3D face recognition. ICMV (2015)
Tahani Bouchrika, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
Hand posture recognizer based on separator wavelet networks. ICMV (2015)
Ines Teyeb, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
A multi level system design for vigilance measurement based on head posture estimation and eyes blinking. ICMV (2015)
Ridha Ejbali, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
A speech recognition system using fast learning algorithm and beta wavelet network. ISDA (2015)
Tahani Bouchrika, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
A New Hand Posture Recognizer Based on Hybrid Wavelet Network Including a Fuzzy Decision Support System. IDEAL (2014)
Tahani Bouchrika, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
Cascaded hybrid Wavelet Network for hand gestures recognition. SMC (2014)
Ines Teyeb, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
A novel approach for drowsy driver detection using head posture estimation and eyes recognition system based on wavelet network. IISA (2014)
Olfa Jemai, Ridha Ejbali, Mourad Zaied, Chokri Ben Amar
A speech recognition system based on hybrid wavelet network including a fuzzy decision support system. ICMV (2014)
Sana Othman, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
Medical image retrieval using hybrid wavelet network classifier. SoCPaR (2014)
Tahani Bouchrika, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
A new supervised image classifier architecture based on multiresolution wavelet network including a fuzzy decision support system. IISA (2014)
Tahani Bouchrika, Mourad Zaied, Olfa Jemai, Chokri Ben Amar
Neural solutions to interact with computers by hand gesture recognition. Multim. Tools Appl. 72 (3) (2014)
Olfa Jemai, Tahani Bouchrika, Mourad Zaied, Chokri Ben Amar
Supervised wavelet-network based fuzzy-logic classifier performance on the UCI databases. SoCPaR (2014)
Ines Teyeb, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
A Drowsy Driver Detection System Based on a New Method of Head Posture Estimation. IDEAL (2014)
Olfa Jemai, Ines Teyeb, Tahani Bouchrika, Chokri Ben Amar
A Novel Approach for Drowsy Driver Detection Using Eyes Recognition System Based on Wavelet Network. Int. J. Recent Contributions Eng. Sci. IT 1 (1) (2013)
Olfa Jemai, Mourad Zaied, Chokri Ben Amar, Mohamed Adel Alimi
Fast Learning Algorithm of Wavelet Network Based on Fast Wavelet Transform. Int. J. Pattern Recognit. Artif. Intell. 25 (8) (2011)
Mourad Zaied, Salwa Said, Olfa Jemai, Chokri Ben Amar
A Novel Approach for Face Recognition Based on Fast Learning Algorithm and Wavelet Network Theory. Int. J. Wavelets Multiresolution Inf. Process. 9 (6) (2011)
Olfa Jemai, Mourad Zaied, Chokri Ben Amar, Mohamed Adel Alimi
Pyramidal Hybrid Approach: Wavelet Network with OLS Algorithm-Based Image Classification. Int. J. Wavelets Multiresolution Inf. Process. 9 (1) (2011)
Olfa Jemai, Mourad Zaied, Chokri Ben Amar, Adel M. Alimi
FBWN: An architecture of fast beta wavelet networks for image classification. IJCNN (2010)