Risky event classification leveraging transfer learning for very limited datasets in optical networks.
Khouloud AbdelliMatteo LonardiJürgen GrippSamuel OlssonFabien BoitierPatricia LayecPublished in: J. Opt. Commun. Netw. (2024)
Keyphrases
- transfer learning
- cross domain learning
- cross domain
- text classification
- machine learning
- knowledge transfer
- machine learning algorithms
- optical networks
- learning tasks
- reinforcement learning
- active learning
- supervised learning
- labeled data
- feature extraction
- feature selection
- domain adaptation
- semi supervised learning
- learning algorithm
- multi task
- class labels
- multi class
- training set