Improved recurrent neural network architecture for SVM learning. - Rahma Fourati; Chaouki Aouiti; Adel M. Alimi (ISDA, 2015)

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 (ICONIP (2), 2017)

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)

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 (IJCNN, 2020)

EEG feature learning with Intrinsic Plasticity based Deep Echo State Network. - Rahma Fourati; Boudour Ammar; Yaochu Jin; Adel M. Alimi (IJCNN, 2020)

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)

DASPS database. - Asma Baghdadi; Yassine Aribi; Rahma Fourati; Najla Halouani; Patrick Siarry; Adel M. Alimi (IEEE DataPort, 2021)

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)

ReVQ-VAE: A Vector Quantization-Variational Autoencoder for COVID-19 Chest X-Ray Image Recovery. - Nesrine Tarhouni; Rahma Fourati; Maha Charfeddine; Chokri Ben Amar (ICCCI, 2023)

Data Analysis of Electromyostimulation Training Effect on Muscles and Sports Performance. - Syrine Kallel; Rahma Fourati (ISCC, 2023)

A Novel Method for Arabic Text Detection with Interactive Visualization. - Imene Ouali; Rahma Fourati; Mohamed Ben Halima; Ali Wali (ISCC, 2023)

An Automatic Vision Transformer Pruning Method Based on Binary Particle Swarm Optimization. - Jihene Tmamna; Emna Ben Ayed; Rahma Fourati; Mounir Ben Ayed (ISCC, 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 001; Adel M. Alimi (Inf. Sci., 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., 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., 2023)

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 (ICCCI (CCIS Volume 2), 2024)

Temporal Focal Modulation Networks for EEG-Based Cross-Subject Motor Imagery Classification. - Adel Hameed; Rahma Fourati; Boudour Ammar; Javier Sanchez-Medina; Hela Ltifi (ICCCI (CCIS Volume 2), 2024)

On the Effect of Quantization on Deep Neural Networks Performance. - Jihene Tmamna; Rahma Fourati; Hela Ltifi (ICCCI (CCIS Volume 1), 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 001; Mounir Ben Ayed (Appl. Soft Comput., 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 001 (Neurocomputing, 2024)

A change severity degree-based dynamic multi-objective optimization algorithm with adaptive response strategy. - Najwa Kouka; Rahma Fourati; Raja Fdhila; Amir Hussain 001; Adel M. Alimi (Inf. Sci., 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., 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 001; Mounir Ben Ayed (Expert Syst. J. Knowl. Eng., 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., 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 001; Mounir Ben Ayed (Multim. Tools Appl., 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 001; Mounir Ben Ayed (Cogn. Comput., 2024)