A Survey on Semi-Supervised Learning for Delayed Partially Labelled Data Streams.
Heitor Murilo GomesMaciej GrzendaRodrigo Fernandes de MelloJesse ReadMinh-Huong Le NguyenAlbert BifetPublished in: CoRR (2021)
Keyphrases
- semi supervised learning
- data streams
- semi supervised
- unlabeled data
- sliding window
- supervised learning
- labeled data
- unsupervised learning
- semi supervised classification
- machine learning
- training data
- active learning
- manifold regularization
- concept drift
- graph based semi supervised learning
- data sets
- co training
- improve the classification accuracy
- data distribution
- learning models
- labeled and unlabeled data
- label propagation
- semi supervised learning algorithms
- semi supervised learning methods
- transfer learning
- learning tasks
- regularization framework
- graph construction
- image segmentation
- information retrieval
- opinion detection