Towards a Unified Few-Shot Learning Evaluation Framework for RF Fingerprinting
Published in ICCCN, 2025
keywords: RF fingerprinting, deep learning, transfer learning, domain adaptation, meta-learning
Publications
Fiber Optic Sensing in Rain Detection Using Unsupervised Domain Adaptation
Published in Galileo conference: Fibre Optic Sensing in Geosciences, 2024
keywords: Fiber networks; Fiber optic communications; Fiber optic sensors; Neural networks; Optical fibers; Optical networks
Beyond Communication: Telecom Fiber Networks for Rain Detection and Classification
Published in 28th International Conference on Optical Fiber Sensors, 2023
keywords: Fiber networks; Fiber optic communications; Fiber optic sensors; Neural networks; Optical fibers; Optical networks
An ablation study on the use of publication venue quality to rank computer science departments: Publication quality is strongly correlated with the subjective perception of research strength
Published in Scientometrics, 2023
keywords: ranking of doctoral programs, ranking of computer science departments, peer assessment, clustering, ablation study
Transfer learning for radioactive particle tracking
Published in Chemical Engineering Science, 2022
keywords: transfer learning, domain adaptation, meta-learning, few-shot learning