Rahma Fourati

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 21

Top Topics

Epileptic Seizures

Unsupervised Learning

Top Venues

Biomed. Signal Process. Control.

Publications

Najwa Kouka, Rahma Fourati, Asma Baghdadi, Patrick Siarry, Mohamed Adel Alimi
A Mutual Information-Based Many-Objective Optimization Method for EEG Channel Selection in the Epileptic Seizure Prediction Task. Cogn. Comput. 16 (3) (2024)
Najwa Kouka, Rahma Fourati, Raja Fdhila, Amir Hussain, Adel M. Alimi
A change severity degree-based dynamic multi-objective optimization algorithm with adaptive response strategy. Inf. Sci. 677 (2024)
Adel Hameed, Rahma Fourati, Boudour Ammar, Amel Ksibi, Ala Saleh D. Alluhaidan, Mounir Ben Ayed, Hussain Kareem Khleaf
Temporal-spatial transformer based motor imagery classification for BCI using independent component analysis. Biomed. Signal Process. Control. 87 (Part A) (2024)
Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Amir Hussain, Mounir Ben Ayed
Bare-Bones particle Swarm optimization-based quantization for fast and energy efficient convolutional neural networks. Expert Syst. J. Knowl. Eng. 41 (4) (2024)
Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Amir Hussain, Mounir Ben Ayed
A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classification. Appl. Soft Comput. 164 (2024)
Zeineb Fki, Boudour Ammar, Rahma Fourati, Hela Fendri, Amir Hussain, Mounir Ben Ayed
A novel IoT-based deep neural network for COVID-19 detection using a soft-attention mechanism. Multim. Tools Appl. 83 (18) (2024)
Syrine Kallel, Rahma Fourati
Data Analysis of Electromyostimulation Training Effect on Muscles and Sports Performance. ISCC (2023)
Najwa Kouka, Rahma Fourati, Raja Fdhila, Patrick Siarry, Adel M. Alimi
EEG channel selection-based binary particle swarm optimization with recurrent convolutional autoencoder for emotion recognition. Biomed. Signal Process. Control. 84 (2023)
Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Mounir Ben Ayed
An Automatic Vision Transformer Pruning Method Based on Binary Particle Swarm Optimization. ISCC (2023)
Nesrine Tarhouni, Rahma Fourati, Maha Charfeddine, Chokri Ben Amar
ReVQ-VAE: A Vector Quantization-Variational Autoencoder for COVID-19 Chest X-Ray Image Recovery. ICCCI (2023)
Najwa Kouka, Fatma BenSaid, Raja Fdhila, Rahma Fourati, Amir Hussain, Adel M. Alimi
A novel approach of many-objective particle swarm optimization with cooperative agents based on an inverted generational distance indicator. Inf. Sci. 623 (2023)
Imene Ouali, Rahma Fourati, Mohamed Ben Halima, Ali Wali
A Novel Method for Arabic Text Detection with Interactive Visualization. ISCC (2023)
Asma Baghdadi, Rahma Fourati, Yassine Aribi, Sameh S. Daoud, Mariem Dammak, Chokri Mhiri, Habib Chabchoub, Patrick Siarry, Adel M. Alimi
A channel-wise attention-based representation learning method for epileptic seizure detection and type classification. J. Ambient Intell. Humaniz. Comput. 14 (7) (2023)
Rahma Fourati, Boudour Ammar, Javier J. Sánchez Medina, Adel M. Alimi
Unsupervised Learning in Reservoir Computing for EEG-Based Emotion Recognition. IEEE Trans. Affect. Comput. 13 (2) (2022)
Asma Baghdadi, Yassine Aribi, Rahma Fourati, Najla Halouani, Patrick Siarry, Adel M. Alimi
Psychological stimulation for anxious states detection based on EEG-related features. J. Ambient Intell. Humaniz. Comput. 12 (8) (2021)
Rahma Fourati, Boudour Ammar, Yaochu Jin, Adel M. Alimi
EEG feature learning with Intrinsic Plasticity based Deep Echo State Network. IJCNN (2020)
Asma Baghdadi, Rahma Fourati, Yassine Aribi, Patrick Siarry, Adel M. Alimi
Robust feature learning method for epileptic seizures prediction based on long-term EEG signals. IJCNN (2020)
Asma Baghdadi, Yassine Aribi, Rahma Fourati, Najla Halouani, Patrick Siarry, Adel M. Alimi
DASPS: A Database for Anxious States based on a Psychological Stimulation. CoRR (2019)
Rahma Fourati, Boudour Ammar, Javier J. Sánchez Medina, Adel M. Alimi
Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition. CoRR (2018)
Rahma Fourati, Boudour Ammar, Chaouki Aouiti, Javier J. Sánchez Medina, Adel M. Alimi
Optimized Echo State Network with Intrinsic Plasticity for EEG-Based Emotion Recognition. ICONIP (2) (2017)
Rahma Fourati, Chaouki Aouiti, Adel M. Alimi
Improved recurrent neural network architecture for SVM learning. ISDA (2015)