Rahma Fourati - RankMe

30 papers B 5C 4Journal 15Unranked 6

Year	Rank	Type	Title / 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