Emna Ben Ayed

11 papers B 2C 2Misc 1Journal 5Unranked 1
YearRankTypeTitle / Venue / Authors
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 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
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 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
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 B conf
Automatic Quantization of Convolutional Neural Networks Based on Enhanced Bare-Bones Particle Swarm Optimization for Chest X-Ray Image Classification.
ICCCI
Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed
2021 — conf
Neural Network Pruning Based on Improved Constrained Particle Swarm Optimization.
ICONIP (6)
Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed
2020 Misc conf
Deep learning for internet of things in fog computing: Survey and Open Issues.
ATSIP
Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed
2016 J jnl
A quality model for the evaluation of decision support systems based on a knowledge discovery from data process.
J. Decis. Syst.
Emna Ben Ayed, Mounir Ben Ayed
2016 C conf
Context-based evaluation of mobile knowledge management systems.
AICCSA
Emna Ben Ayed, Christophe Kolski, Houcine Ezzedine
2016 B conf
Towards a context based Evaluation Support System for Quality in Use assessment of mobile systems.
SMC
Emna Ben Ayed, Christophe Kolski, Rim Magdich, Houcine Ezzedine