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2020 – today
- 2024
[j3]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)- [j2]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) - [j1]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) - [c5]Jihene Tmamna, Rahma Fourati, Hela Ltifi:
On the Effect of Quantization on Deep Neural Networks Performance. ICCCI (CCIS Volume 1) 2024: 144-156 - 2023
- [c4]Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed:
Automatic Quantization of Convolutional Neural Networks Based on Enhanced Bare-Bones Particle Swarm Optimization for Chest X-Ray Image Classification. ICCCI 2023: 125-137 - [c3]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 - 2021
- [c2]Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed:
Neural Network Pruning Based on Improved Constrained Particle Swarm Optimization. ICONIP (6) 2021: 315-322 - 2020
- [c1]Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed:
Deep learning for internet of things in fog computing: Survey and Open Issues. ATSIP 2020: 1-6
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