Partially labeled data stream classification with the semi-supervised K-associated graph.
João Roberto Bertini Jr.Alneu de Andrade LopesLiang ZhaoPublished in: J. Braz. Comput. Soc. (2012)
Keyphrases
- semi supervised
- partially labeled
- data stream classification
- fully labeled
- semi supervised learning
- incremental learning
- text classification
- unlabeled data
- labeled data
- concept drift
- pairwise
- unsupervised learning
- active learning
- data streams
- label information
- statistical relational learning
- supervised learning
- multi view
- multiclass classification
- discriminative learning
- generative model
- co training
- pairwise constraints
- training samples
- social network analysis
- weakly supervised
- data stream mining