Semi-supervised Learning over Streaming Data using MOA.
Minh-Huong Le NguyenHeitor Murilo GomesAlbert BifetPublished in: IEEE BigData (2019)
Keyphrases
- semi supervised learning
- streaming data
- data streams
- semi supervised
- unlabeled data
- sliding window
- concept drift
- supervised learning
- labeled data
- semi supervised classification
- unsupervised learning
- data generation
- data distribution
- anomaly detection
- machine learning
- active learning
- manifold regularization
- label propagation
- text categorization
- training data
- transfer learning
- co training
- graph based semi supervised learning
- change detection
- natural language processing
- small number
- labeled and unlabeled data
- prior knowledge
- data structure
- bayesian networks
- data mining
- neural network