Iterative Transfer Learning Approach for QoT Prediction of Lightpath in Optical Networks.
Hafsa TariqFehmida UsmaniIhtesham KhanMuhammad Umar MasoodArsalan AhmadVittorio CurriPublished in: ICTON (2023)
Keyphrases
- transfer learning
- optical networks
- learning tasks
- knowledge transfer
- cross domain
- active learning
- text categorization
- labeled data
- manifold alignment
- machine learning
- reinforcement learning
- multi task
- transfer knowledge
- text classification
- collaborative filtering
- semi supervised learning
- unlabeled data
- domain adaptation
- wavelength division multiplexing
- text mining
- machine learning algorithms
- learning algorithm
- transferring knowledge
- prior knowledge
- neural network
- general purpose
- supervised learning
- sensor networks
- training set
- artificial intelligence
- data mining
- service differentiation
- routing and wavelength assignment