Deep learning for internet of things in fog computing: Survey and Open Issues. - Jihene Tmamna; Emna Ben Ayed; Mounir Ben Ayed (ATSIP, 2020)

Neural Network Pruning Based on Improved Constrained Particle Swarm Optimization. - Jihene Tmamna; Emna Ben Ayed; Mounir Ben Ayed (ICONIP (6), 2021)

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 (ICCCI, 2023)

An Automatic Vision Transformer Pruning Method Based on Binary Particle Swarm Optimization. - Jihene Tmamna; Emna Ben Ayed; Rahma Fourati; Mounir Ben Ayed (ISCC, 2023)

On the Effect of Quantization on Deep Neural Networks Performance. - Jihene Tmamna; Rahma Fourati; Hela Ltifi (ICCCI (CCIS Volume 1), 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 001; Mounir Ben Ayed (Appl. Soft Comput., 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 001 (Neurocomputing, 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 001; Mounir Ben Ayed (Expert Syst. J. Knowl. Eng., 2024)

Pruning Deep Neural Networks for Green Energy-Efficient Models: A Survey. - Jihene Tmamna; Emna Ben Ayed; Rahma Fourati; Mandar Gogate; Tughrul Arslan; Amir Hussain 001; Mounir Ben Ayed (Cogn. Comput., 2024)