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: ACM Comput. Surv. (2023)
Keyphrases
- semi supervised learning
- data streams
- semi supervised
- unlabeled data
- sliding window
- labeled data
- supervised learning
- unsupervised learning
- training data
- semi supervised classification
- machine learning
- concept drift
- label propagation
- data sets
- improve the classification accuracy
- semi supervised learning algorithms
- semi supervised learning methods
- co training
- graph based semi supervised learning
- active learning
- labeled examples
- manifold regularization
- data distribution
- domain adaptation
- learning models
- opinion detection
- graph construction
- transfer learning
- computer vision