Olfa Jemai

Orcid: 0009-0000-9037-4169

According to our database1, Olfa Jemai authored at least 41 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
The influence of dropout and residual connection against membership inference attacks on transformer model: a neuro generative disease case study.
Multim. Tools Appl., February, 2024

MediaPipe with GNN for Human Activity Recognition.
J. Univers. Comput. Sci., 2024

Remote Monitoring System for the Elderly people based on a Contextual Bandit approach.
Proceedings of the 16th International Conference on Human System Interaction, 2024

Assessing the Interpretability of Machine Learning Models in Early Detection of Alzheimer's Disease.
Proceedings of the 16th International Conference on Human System Interaction, 2024

Exploring the Efficacy of Text Embeddings in Early Dementia Diagnosis from Speech.
Proceedings of the 16th International Conference on Human System Interaction, 2024

2023
Deep-learning-based human activity recognition for Alzheimer's patients' daily life activities assistance.
Neural Comput. Appl., 2023

A metaplastic neural network technique for human activity recognition for Alzheimer's patients.
Proceedings of the International Conference on Innovations in Intelligent Systems and Applications, 2023

Comparative study of Deep Learning architectures for Early Alzheimer Detection.
Proceedings of the International Conference on Cyberworlds, 2023

2022
A Multimodal Hypovigilance Detection System Based on Fuzzy Logic and Transfer Learning.
J. Signal Process. Syst., December, 2022

View-invariant 3D Skeleton-based Human Activity Recognition based on Transformer and Spatio-temporal Features.
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

A Reinforcement Learning and Transformers Based Intelligent System for the Support of Alzheimer's Patients in Daily Life Activities.
Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022

Reinforcement Learning for assistance of Alzheimer's disease patients.
Proceedings of the 8th International Conference on Control, 2022

2021
Towards a deep human activity recognition approach based on video to image transformation with skeleton data.
Multim. Tools Appl., 2021

2020
Deep Human Action Recognition System for Assistance of Alzheimer's Patients.
Proceedings of the Hybrid Intelligent Systems, 2020

2019
PTLHAR: PoseNet and transfer learning for human activities recognition based on body articulations.
Proceedings of the Twelfth International Conference on Machine Vision, 2019

2018
Rapid and efficient hand gestures recognizer based on classes discriminator wavelet networks.
Multim. Tools Appl., 2018

2017
A Multimodal Vigilance Monitoring System Based on Fuzzy Logic Architecture.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016
Deep wavelet network for image classification.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Arabic sign language recognition system based on wavelet networks.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Comparison between extreme learning machine and wavelet neural networks in data classification.
Proceedings of the Ninth International Conference on Machine Vision, 2016

2015
Vigilance measurement system through analysis of visual and emotional driver's signs using wavelet networks.
Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015

Wavelet networks for facial emotion recognition.
Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015

A speech recognition system using fast learning algorithm and beta wavelet network.
Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015

CSWN: A Cascaded Architecture of Separator Wavelet Networks for Image Classification.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

A multi level system design for vigilance measurement based on head posture estimation and eyes blinking.
Proceedings of the Eighth International Conference on Machine Vision, 2015

3D fast wavelet network model-assisted 3D face recognition.
Proceedings of the Eighth International Conference on Machine Vision, 2015

Hand posture recognizer based on separator wavelet networks.
Proceedings of the Eighth International Conference on Machine Vision, 2015

2014
Neural solutions to interact with computers by hand gesture recognition.
Multim. Tools Appl., 2014

Medical image retrieval using hybrid wavelet network classifier.
Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014

Supervised wavelet-network based fuzzy-logic classifier performance on the UCI databases.
Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014

Cascaded hybrid Wavelet Network for hand gestures recognition.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

A novel approach for drowsy driver detection using head posture estimation and eyes recognition system based on wavelet network.
Proceedings of the 5th International Conference on Information, 2014

A new supervised image classifier architecture based on multiresolution wavelet network including a fuzzy decision support system.
Proceedings of the 5th International Conference on Information, 2014

A Drowsy Driver Detection System Based on a New Method of Head Posture Estimation.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

A New Hand Posture Recognizer Based on Hybrid Wavelet Network Including a Fuzzy Decision Support System.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

A speech recognition system based on hybrid wavelet network including a fuzzy decision support system.
Proceedings of the Seventh International Conference on Machine Vision, 2014

2013
A Novel Approach for Drowsy Driver Detection Using Eyes Recognition System Based on Wavelet Network.
Int. J. Recent Contributions Eng. Sci. IT, 2013

2011
A Novel Approach for Face Recognition Based on Fast Learning Algorithm and Wavelet Network Theory.
Int. J. Wavelets Multiresolution Inf. Process., 2011

Pyramidal Hybrid Approach: Wavelet Network with OLS Algorithm-Based Image Classification.
Int. J. Wavelets Multiresolution Inf. Process., 2011

Fast Learning Algorithm of Wavelet Network Based on Fast Wavelet Transform.
Int. J. Pattern Recognit. Artif. Intell., 2011

2010
FBWN: An architecture of fast beta wavelet networks for image classification.
Proceedings of the International Joint Conference on Neural Networks, 2010


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