Sam Nallaperuma
Affiliations:- University of Cambridge, Electrical Engineering Division, Department of Engineering, UK
According to our database1,
Sam Nallaperuma
authored at least 10 papers
between 2021 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
CRIECNN: Ensemble convolutional neural network and advanced feature extraction methods for the precise forecasting of circRNA-RBP binding sites.
Comput. Biol. Medicine, 2024
Fast and Accurate DNN-Based Approach in Maximizing Ultra-Wideband Fiber-Optic Systems Throughput.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024
Topology-Driven Edge Predictions with Graph Machine Learning for Optical Network Growth.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024
2023
Deep learning and ensemble deep learning for circRNA-RBP interaction prediction in the last decade: A review.
Eng. Appl. Artif. Intell., 2023
2022
Techniques for applying reinforcement learning to routing and wavelength assignment problems in optical fiber communication networks.
JOCN, 2022
Interpreting multi-objective reinforcement learning for routing and wavelength assignment in optical networks.
JOCN, 2022
Gaussian Process-Driven History Matching for Physical Layer Parameter Estimation in Optical Fiber Communication Networks.
CoRR, 2022
2021
Proceedings of the International Conference on Optical Network Design and Modeling, 2021
Parameter Optimisation for Ultra-Wideband Optical Networks in the Presence of Stimulated Raman Scattering Effect.
Proceedings of the International Conference on Optical Network Design and Modeling, 2021
A Pareto-Optimality Based Multi-Objective Optimisation Approach to Assist Optical Network (Re-)Design Choices.
Proceedings of the European Conference on Optical Communication, 2021