Emna Ben Ayed

According to our database, Emna Ben Ayed authored at least 10 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Bare-Bones particle Swarm optimization-based quantization for fast and energy efficient convolutional neural networks.

Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Amir Hussain, Mounir Ben Ayed

Expert Syst. J. Knowl. Eng., April, 2024

A binary particle swarm optimization-based pruning approach for environmentally sustainable and robust CNNs.

Jihene Tmamna, Rahma Fourati, Emna Ben Ayed, Leandro A. Passos, João P. Papa, Mounir Ben Ayed, Amir Hussain

Neurocomputing, 2024

A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classification.

Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Amir Hussain, Mounir Ben Ayed

Appl. Soft Comput., 2024

2023

An Automatic Vision Transformer Pruning Method Based on Binary Particle Swarm Optimization.

Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Mounir Ben Ayed

Proceedings of the IEEE Symposium on Computers and Communications, 2023

Automatic Quantization of Convolutional Neural Networks Based on Enhanced Bare-Bones Particle Swarm Optimization for Chest X-Ray Image Classification.

Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed

Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

2021

Neural Network Pruning Based on Improved Constrained Particle Swarm Optimization.

Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

Deep learning for internet of things in fog computing: Survey and Open Issues.

Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

2016

A quality model for the evaluation of decision support systems based on a knowledge discovery from data process.

Emna Ben Ayed, Mounir Ben Ayed

J. Decis. Syst., 2016

Towards a context based Evaluation Support System for Quality in Use assessment of mobile systems.

Emna Ben Ayed, Christophe Kolski, Rim Magdich, Houcine Ezzedine

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Context-based evaluation of mobile knowledge management systems.

Emna Ben Ayed, Christophe Kolski, Houcine Ezzedine

Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016