Transfer learning for concept drifting data streams in heterogeneous environments.
Mona MoradiMohammad RahmanimaneshAli ShahzadiPublished in: Knowl. Inf. Syst. (2024)
Keyphrases
- transfer learning
- heterogeneous environments
- concept drifting data streams
- drift detection
- classifier ensemble
- learning tasks
- decision trees
- concept drift
- previously learned
- knowledge transfer
- labeled data
- active learning
- reinforcement learning
- web services
- machine learning
- text categorization
- cross domain
- semi supervised learning
- machine learning algorithms
- transfer knowledge
- collaborative filtering
- multi task
- data streams
- target domain
- text classification
- semi supervised
- text mining
- ensemble methods
- computing platform
- knowledge discovery
- feature space
- classification algorithm
- test set
- training data
- unlabeled data