Rahma Fourati

According to our database, Rahma Fourati authored at least 26 papers between 2015 and 2024.

Collaborative distances:

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

2024

Pruning Deep Neural Networks for Green Energy-Efficient Models: A Survey.

Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Mandar Gogate, Tughrul Arslan, Amir Hussain, Mounir Ben Ayed

Cogn. Comput., November, 2024

A novel IoT-based deep neural network for COVID-19 detection using a soft-attention mechanism.

Zeineb Fki, Boudour Ammar, Rahma Fourati, Hela Fendri, Amir Hussain, Mounir Ben Ayed

Multim. Tools Appl., May, 2024

A Mutual Information-Based Many-Objective Optimization Method for EEG Channel Selection in the Epileptic Seizure Prediction Task.

Najwa Kouka, Rahma Fourati, Asma Baghdadi, Patrick Siarry, Mohamed Adel Alimi

Cogn. Comput., May, 2024

Bare-Bones particle Swarm optimization-based quantization for fast and energy efficient convolutional neural networks.

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

Expert Syst. J. Knowl. Eng., April, 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

A change severity degree-based dynamic multi-objective optimization algorithm with adaptive response strategy.

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

Inf. Sci., 2024

A binary particle swarm optimization-based pruning approach for environmentally sustainable and robust CNNs.

Jihene Tmamna, Rahma Fourati, Emna Ben Ayed, Leandro A. Passos, João P. Papa, Mounir Ben Ayed, Amir Hussain

Neurocomputing, 2024

A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classification.

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

Appl. Soft Comput., 2024

On the Effect of Quantization on Deep Neural Networks Performance.

Jihene Tmamna, Rahma Fourati, Hela Ltifi

Proceedings of the Advances in Computational Collective Intelligence, 2024

Temporal Focal Modulation Networks for EEG-Based Cross-Subject Motor Imagery Classification.

Adel Hameed, Rahma Fourati, Boudour Ammar, Javier Sanchez-Medina, Hela Ltifi

Proceedings of the Advances in Computational Collective Intelligence, 2024

A Multi-view Spatio-Temporal EEG Feature Learning for Cross-Subject Motor Imagery Classification.

Adel Hameed, Rahma Fourati, Boudour Ammar, Javier J. Sánchez Medina, Hela Ltifi

Proceedings of the Advances in Computational Collective Intelligence, 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