Rahma Fourati

30 papers B 5C 4Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2026 — conf
Residual U-Net with Spatial Feature Refinement and Channel Sensitivity Enhancement for Accurate Segmentation of Cochineal Insect Infestation.
ICAART (4)
Adel Benali, Rahma Fourati, Imen Jdey
2025 B conf
Adaptive Weight Learning with PSO for Filter Pruning in Deep Learning Models.
IJCNN
Jihene Tmamna, Rahma Fourati, Hela Ltifi
2025 B conf
Position Paper: The Environmental Cost of Deep Learning: A Call for Sustainable AI Practices.
IJCNN
Rahma Fourati
2025 — conf
Resource Management and Security Challenges for Deploying and Adapting Large Language Models in Fog Computing.
RTSI
Achref Jebli, Rahma Fourati, Fadoua Drira
2024 J jnl
A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classification.
Appl. Soft Comput.
Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Amir Hussain, Mounir Ben Ayed
2024 — conf
A Multi-view Spatio-Temporal EEG Feature Learning for Cross-Subject Motor Imagery Classification.
ICCCI (CCIS Volume 2)
Adel Hameed, Rahma Fourati, Boudour Ammar, Javier J. Sánchez Medina, Hela Ltifi
2024 J jnl
A Mutual Information-Based Many-Objective Optimization Method for EEG Channel Selection in the Epileptic Seizure Prediction Task.
Cogn. Comput.
Najwa Kouka, Rahma Fourati, Asma Baghdadi, Patrick Siarry, Mohamed Adel Alimi
2024 J jnl
A binary particle swarm optimization-based pruning approach for environmentally sustainable and robust CNNs.
Neurocomputing
Jihene Tmamna, Rahma Fourati, Emna Ben Ayed, Leandro A. Passos, João P. Papa, Mounir Ben Ayed, Amir Hussain
2024 J jnl
A change severity degree-based dynamic multi-objective optimization algorithm with adaptive response strategy.
Inf. Sci.
Najwa Kouka, Rahma Fourati, Raja Fdhila, Amir Hussain, Adel M. Alimi
2024 J jnl
A novel IoT-based deep neural network for COVID-19 detection using a soft-attention mechanism.
Multim. Tools Appl.
Zeineb Fki, Boudour Ammar, Rahma Fourati, Hela Fendri, Amir Hussain, Mounir Ben Ayed
2024 J jnl
Bare-Bones particle Swarm optimization-based quantization for fast and energy efficient convolutional neural networks.
Expert Syst. J. Knowl. Eng.
Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Amir Hussain, Mounir Ben Ayed
2024 — conf
On the Effect of Quantization on Deep Neural Networks Performance.
ICCCI (CCIS Volume 1)
Jihene Tmamna, Rahma Fourati, Hela Ltifi
2024 J jnl
Pruning Deep Neural Networks for Green Energy-Efficient Models: A Survey.
Cogn. Comput.
Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Mandar Gogate, Tughrul Arslan, Amir Hussain, Mounir Ben Ayed
2024 — conf
Temporal Focal Modulation Networks for EEG-Based Cross-Subject Motor Imagery Classification.
ICCCI (CCIS Volume 2)
Adel Hameed, Rahma Fourati, Boudour Ammar, Javier Sanchez-Medina, Hela Ltifi
2024 J jnl
Temporal-spatial transformer based motor imagery classification for BCI using independent component analysis.
Biomed. Signal Process. Control.
Adel Hameed, Rahma Fourati, Boudour Ammar, Amel Ksibi, Ala Saleh D. Alluhaidan, Mounir Ben Ayed, Hussain Kareem Khleaf
2023 C conf
A Novel Method for Arabic Text Detection with Interactive Visualization.
ISCC
Imene Ouali, Rahma Fourati, Mohamed Ben Halima, Ali Wali
2023 J jnl
A channel-wise attention-based representation learning method for epileptic seizure detection and type classification.
J. Ambient Intell. Humaniz. Comput.
Asma Baghdadi, Rahma Fourati, Yassine Aribi, Sameh S. Daoud, Mariem Dammak, Chokri Mhiri, Habib Chabchoub, Patrick Siarry, Adel M. Alimi
2023 J jnl
A novel approach of many-objective particle swarm optimization with cooperative agents based on an inverted generational distance indicator.
Inf. Sci.
Najwa Kouka, Fatma BenSaid, Raja Fdhila, Rahma Fourati, Amir Hussain, Adel M. Alimi
2023 C conf
An Automatic Vision Transformer Pruning Method Based on Binary Particle Swarm Optimization.
ISCC
Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Mounir Ben Ayed
2023 C conf
Data Analysis of Electromyostimulation Training Effect on Muscles and Sports Performance.
ISCC
Syrine Kallel, Rahma Fourati
2023 J jnl
EEG channel selection-based binary particle swarm optimization with recurrent convolutional autoencoder for emotion recognition.
Biomed. Signal Process. Control.
Najwa Kouka, Rahma Fourati, Raja Fdhila, Patrick Siarry, Adel M. Alimi
2023 B conf
ReVQ-VAE: A Vector Quantization-Variational Autoencoder for COVID-19 Chest X-Ray Image Recovery.
ICCCI
Nesrine Tarhouni, Rahma Fourati, Maha Charfeddine, Chokri Ben Amar
2022 J jnl
Unsupervised Learning in Reservoir Computing for EEG-Based Emotion Recognition.
IEEE Trans. Affect. Comput.
Rahma Fourati, Boudour Ammar, Javier J. Sánchez Medina, Adel M. Alimi
2021 J jnl
Psychological stimulation for anxious states detection based on EEG-related features.
J. Ambient Intell. Humaniz. Comput.
Asma Baghdadi, Yassine Aribi, Rahma Fourati, Najla Halouani, Patrick Siarry, Adel M. Alimi
2020 B conf
EEG feature learning with Intrinsic Plasticity based Deep Echo State Network.
IJCNN
Rahma Fourati, Boudour Ammar, Yaochu Jin, Adel M. Alimi
2020 B conf
Robust feature learning method for epileptic seizures prediction based on long-term EEG signals.
IJCNN
Asma Baghdadi, Rahma Fourati, Yassine Aribi, Patrick Siarry, Adel M. Alimi
2019 J jnl
DASPS: A Database for Anxious States based on a Psychological Stimulation.
CoRR
Asma Baghdadi, Yassine Aribi, Rahma Fourati, Najla Halouani, Patrick Siarry, Adel M. Alimi
2018 J jnl
Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition.
CoRR
Rahma Fourati, Boudour Ammar, Javier J. Sánchez Medina, Adel M. Alimi
2017 — conf
Optimized Echo State Network with Intrinsic Plasticity for EEG-Based Emotion Recognition.
ICONIP (2)
Rahma Fourati, Boudour Ammar, Chaouki Aouiti, Javier J. Sánchez Medina, Adel M. Alimi
2015 C conf
Improved recurrent neural network architecture for SVM learning.
ISDA
Rahma Fourati, Chaouki Aouiti, Adel M. Alimi