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2020 – today
- 2024
[j13]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: 111978 (2024)- [j12]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): 105359 (2024) - [j11]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): 1268-1286 (2024) - [j10]Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Mandar Gogate, Tughrul Arslan, Amir Hussain, Mounir Ben Ayed:
Pruning Deep Neural Networks for Green Energy-Efficient Models: A Survey. Cogn. Comput. 16(6): 2931-2952 (2024) - [j9]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) - [j8]Jihene Tmamna, Rahma Fourati, Emna Ben Ayed, Leandro A. Passos, João P. Papa, Mounir Ben Ayed, Amir Hussain:
A binary particle swarm optimization-based pruning approach for environmentally sustainable and robust CNNs. Neurocomputing 608: 128378 (2024) - [j7]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: 120794 (2024) - [j6]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): 54989-55009 (2024) - [c11]Jihene Tmamna, Rahma Fourati, Hela Ltifi:
On the Effect of Quantization on Deep Neural Networks Performance. ICCCI (CCIS Volume 1) 2024: 144-156 - [c10]Adel Hameed, Rahma Fourati, Boudour Ammar, Javier J. Sánchez Medina, Hela Ltifi:
A Multi-view Spatio-Temporal EEG Feature Learning for Cross-Subject Motor Imagery Classification. ICCCI (CCIS Volume 2) 2024: 393-405 - [c9]Adel Hameed, Rahma Fourati, Boudour Ammar, Javier Sanchez-Medina, Hela Ltifi:
Temporal Focal Modulation Networks for EEG-Based Cross-Subject Motor Imagery Classification. ICCCI (CCIS Volume 2) 2024: 445-457 - 2023
- [j5]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: 104783 (2023) - [j4]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: 220-241 (2023) - [j3]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): 9403-9418 (2023) - [c8]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: 753-765 - [c7]Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Mounir Ben Ayed:
An Automatic Vision Transformer Pruning Method Based on Binary Particle Swarm Optimization. ISCC 2023: 727-732 - [c6]Syrine Kallel, Rahma Fourati:
Data Analysis of Electromyostimulation Training Effect on Muscles and Sports Performance. ISCC 2023: 884-888 - [c5]Imene Ouali, Rahma Fourati, Mohamed Ben Halima, Ali Wali:
A Novel Method for Arabic Text Detection with Interactive Visualization. ISCC 2023: 1046-1050 - 2022
- [j2]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): 972-984 (2022) - 2021
- [j1]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): 8519-8533 (2021) - [d1]Asma Baghdadi, Yassine Aribi, Rahma Fourati, Najla Halouani, Patrick Siarry, Adel M. Alimi:
DASPS database. IEEE DataPort, 2021
- 2020
- [c4]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: 1-7 - [c3]Rahma Fourati, Boudour Ammar, Yaochu Jin, Adel M. Alimi:
EEG feature learning with Intrinsic Plasticity based Deep Echo State Network. IJCNN 2020: 1-8
2010 – 2019
- 2019
- [i2]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 abs/1901.02942 (2019) - 2018
- [i1]Rahma Fourati, Boudour Ammar, Javier J. Sánchez Medina, Adel M. Alimi:
Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition. CoRR abs/1811.07516 (2018) - 2017
- [c2]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: 718-727 - 2015
- [c1]Rahma Fourati, Chaouki Aouiti, Adel M. Alimi:
Improved recurrent neural network architecture for SVM learning. ISDA 2015: 178-182
Coauthor Index
aka: Mohamed Adel Alimi
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last updated on 2024-11-25 23:38 CET by the dblp team
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