Rahma Fourati

According to our database, Rahma Fourati authored at least 16 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Temporal-spatial transformer based motor imagery classification for BCI using independent component analysis.

Adel Hameed, Rahma Fourati, Boudour Ammar, Amel Ksibi, Ala Saleh D. Alluhaidan, Mounir Ben Ayed, Hussain Kareem Khleaf

Biomed. Signal Process. Control., January, 2024

2023

A channel-wise attention-based representation learning method for epileptic seizure detection and type classification.

Asma Baghdadi, Rahma Fourati, Yassine Aribi, Sameh S. Daoud, Mariem Dammak, Chokri Mhiri, Habib Chabchoub, Patrick Siarry, Adel M. Alimi

J. Ambient Intell. Humaniz. Comput., July, 2023

EEG channel selection-based binary particle swarm optimization with recurrent convolutional autoencoder for emotion recognition.

Najwa Kouka, Rahma Fourati, Raja Fdhila, Patrick Siarry, Adel M. Alimi

Biomed. Signal Process. Control., July, 2023

A novel approach of many-objective particle swarm optimization with cooperative agents based on an inverted generational distance indicator.

Najwa Kouka, Fatma BenSaid, Raja Fdhila, Rahma Fourati, Amir Hussain, Adel M. Alimi

Inf. Sci., April, 2023

An Automatic Vision Transformer Pruning Method Based on Binary Particle Swarm Optimization.

Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Mounir Ben Ayed

Proceedings of the IEEE Symposium on Computers and Communications, 2023

A Novel Method for Arabic Text Detection with Interactive Visualization.

Imene Ouali, Rahma Fourati, Mohamed Ben Halima, Ali Wali

Proceedings of the IEEE Symposium on Computers and Communications, 2023

Data Analysis of Electromyostimulation Training Effect on Muscles and Sports Performance.

Syrine Kallel, Rahma Fourati

Proceedings of the IEEE Symposium on Computers and Communications, 2023

ReVQ-VAE: A Vector Quantization-Variational Autoencoder for COVID-19 Chest X-Ray Image Recovery.

Nesrine Tarhouni, Rahma Fourati, Maha Charfeddine, Chokri Ben Amar

Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

2022

Unsupervised Learning in Reservoir Computing for EEG-Based Emotion Recognition.

Rahma Fourati, Boudour Ammar, Javier J. Sánchez Medina, Adel M. Alimi

IEEE Trans. Affect. Comput., 2022

2021

DASPS database.

Asma Baghdadi, Yassine Aribi, Rahma Fourati, Najla Halouani, Patrick Siarry, Adel M. Alimi

Dataset, January, 2021

Psychological stimulation for anxious states detection based on EEG-related features.

Asma Baghdadi, Yassine Aribi, Rahma Fourati, Najla Halouani, Patrick Siarry, Adel M. Alimi

J. Ambient Intell. Humaniz. Comput., 2021

2020

EEG feature learning with Intrinsic Plasticity based Deep Echo State Network.

Rahma Fourati, Boudour Ammar, Yaochu Jin, Adel M. Alimi

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Robust feature learning method for epileptic seizures prediction based on long-term EEG signals.

Asma Baghdadi, Rahma Fourati, Yassine Aribi, Patrick Siarry, Adel M. Alimi

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

DASPS: A Database for Anxious States based on a Psychological Stimulation.

Asma Baghdadi, Yassine Aribi, Rahma Fourati, Najla Halouani, Patrick Siarry, Adel M. Alimi

CoRR, 2019

2017

Optimized Echo State Network with Intrinsic Plasticity for EEG-Based Emotion Recognition.

Rahma Fourati, Boudour Ammar, Chaouki Aouiti, Javier J. Sánchez Medina, Adel M. Alimi

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2015

Improved recurrent neural network architecture for SVM learning.

Rahma Fourati, Chaouki Aouiti, Adel M. Alimi

Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015