Cyhoeddiad
2023
- Alamri, N. 2023. Improving the performance of deep learning techniques using nature inspired algorithms and applying them in porosity prediction. PhD Thesis, Cardiff University.
- Alamri, N. M., Packianather, M. and Bigot, S. 2023. Optimizing the parameters of long short-term memory networks using the bees algorithm. Applied Sciences 13(4), article number: 2536. (10.3390/app13042536)
2022
- Alamri, N. M. H., Packianather, M. and Bigot, S. 2022. Optimization of convolutional neural network topology and training parameters using Bees Algorithm. Presented at: IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), Gunupur, Odisha, India, 15-17 December 2022Proceedings of 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security. IEEE pp. 1-6., (10.1109/iSSSC56467.2022.10051487)
- Alamri, N. M. H., Packianather, M. and Bigot, S. 2022. Predicting the porosity in selective laser melting parts using hybrid regression convolutional neural network. Applied Sciences 12(24), article number: 12571. (10.3390/app122412571)
- Alamri, N. M., Packianather, M. and Bigot, S. 2022. Deep learning: parameter optimization using proposed novel hybrid bees Bayesian convolutional neural network. Applied Artificial Intelligence 36(1), article number: 2031815. (10.1080/08839514.2022.2031815)
Articles
- Alamri, N. M., Packianather, M. and Bigot, S. 2023. Optimizing the parameters of long short-term memory networks using the bees algorithm. Applied Sciences 13(4), article number: 2536. (10.3390/app13042536)
- Alamri, N. M. H., Packianather, M. and Bigot, S. 2022. Predicting the porosity in selective laser melting parts using hybrid regression convolutional neural network. Applied Sciences 12(24), article number: 12571. (10.3390/app122412571)
- Alamri, N. M., Packianather, M. and Bigot, S. 2022. Deep learning: parameter optimization using proposed novel hybrid bees Bayesian convolutional neural network. Applied Artificial Intelligence 36(1), article number: 2031815. (10.1080/08839514.2022.2031815)
Conferences
- Alamri, N. M. H., Packianather, M. and Bigot, S. 2022. Optimization of convolutional neural network topology and training parameters using Bees Algorithm. Presented at: IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), Gunupur, Odisha, India, 15-17 December 2022Proceedings of 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security. IEEE pp. 1-6., (10.1109/iSSSC56467.2022.10051487)
Thesis
- Alamri, N. 2023. Improving the performance of deep learning techniques using nature inspired algorithms and applying them in porosity prediction. PhD Thesis, Cardiff University.