Profile Jihene Tmamna
Jihene Tmamna
curriculum vitae
First Name
Jihene
Last Name
Tmamna
Address
Zip code
3038
Biography
Jihene Tmamna received the PhD degree in computer systems engineering from the National Engineering School of Sfax (ENIS), Tunisia, in 2023. Her research interests include deep neural networks, neural network compression, and optimization algorithms.
H-index: 4 Total citation: 99
📚 Scientific Publications
| Title & Authors | Conference/Revue | Year | Citations |
|---|---|---|---|
| A binary particle swarm optimization-based pruning approach for environmentally sustainable and robust CNNs J Tmamna, R Fourati, EB Ayed, LA Passos, JP Papa, MB Ayed, A Hussain |
Neurocomputing 608, 128378, 2024 | 2024 | 4 |
| Pruning deep neural networks for green energy-efficient models: A survey J Tmamna, EB Ayed, R Fourati, M Gogate, T Arslan, A Hussain, MB Ayed |
Cognitive Computation 16 (6), 2931-2952, 2024 | 2024 | 29 |
| A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classification J Tmamna, EB Ayed, R Fourati, A Hussain, MB Ayed |
Applied Soft Computing 164, 111978, 2024 | 2024 | 22 |
| On the Effect of Quantization on Deep Neural Networks Performance J Tmamna, R Fourati, H Ltifi |
International Conference on Computational Collective Intelligence, 144-156, 2024 | 2024 | 1 |
| Bare‐Bones particle Swarm optimization‐based quantization for fast and energy efficient convolutional neural networks J Tmamna, EB Ayed, R Fourati, A Hussain, MB Ayed |
Expert Systems 41 (4), e13522, 2024 | 2024 | 4 |
| AVSE-pruner: Filter pruning of audio-visual speech enhancement system using multi-objective binary particle swarm optimization R Fourati, J Tmamna, N Kouka, M Cogate, K Dashtipour, LA Passos, ... |
Network 2, 3, 2024 | 2024 | 1 |
| Automatic quantization of convolutional neural networks based on enhanced bare-bones particle swarm optimization for chest X-ray image classification J Tmamna, EB Ayed, MB Ayed |
International Conference on Computational Collective Intelligence, 125-137, 2023 | 2023 | 4 |
| An automatic vision transformer pruning method based on binary particle swarm optimization J Tmamna, EB Ayed, R Fourati, MB Ayed |
2023 IEEE Symposium on Computers and Communications (ISCC), 727-732, 2023 | 2023 | 3 |
| Neural network pruning based on improved constrained particle swarm optimization J Tmamna, EB Ayed, MB Ayed |
International Conference on Neural Information Processing, 315-322, 2021 | 2021 | 10 |
| Deep learning for internet of things in fog computing: survey and open issues J Tmamna, EB Ayed, MB Ayed |
2020 5th International conference on advanced technologies for signal and�…, 2020 | 2020 | 21 |