Semi-supervised Classification from Discriminative Random Walks.
Jérôme CallutKevin FrançoisseMarco SaerensPierre DupontPublished in: ECML/PKDD (1) (2008)
Keyphrases
- random walk
- semi supervised classification
- semi supervised
- semi supervised learning
- unlabeled data
- labeled data
- unsupervised learning
- markov chain
- directed graph
- pairwise
- pairwise constraints
- generative model
- co training
- supervised learning
- active learning
- manifold learning
- data sets
- text classification
- natural language processing
- euclidean distance
- reinforcement learning
- feature extraction
- labeled and unlabeled data
- data mining