Evolutionary neuron-level transfer learning for QoT estimation in optical networks.
Yuhang ZhouZhiqun GuJiawei ZhangYuefeng JiPublished in: J. Opt. Commun. Netw. (2024)
Keyphrases
- transfer learning
- optical networks
- knowledge transfer
- learning tasks
- labeled data
- active learning
- cross domain
- machine learning algorithms
- reinforcement learning
- collaborative filtering
- multi task
- domain adaptation
- text classification
- semi supervised learning
- machine learning
- manifold alignment
- learning algorithm
- neural network
- cross domain learning
- unlabeled data
- target domain
- transfer knowledge
- transferring knowledge
- training data
- service differentiation