Kernel-based transition probability toward similarity measure for semi-supervised learning.
Takumi KobayashiPublished in: Pattern Recognit. (2014)
Keyphrases
- semi supervised learning
- transition probabilities
- similarity measure
- markov chain
- semi supervised
- labeled data
- random walk
- unlabeled data
- markov models
- supervised learning
- unsupervised learning
- machine learning
- pairwise
- kernel methods
- training data
- active learning
- clustering method
- text classification
- link structure
- higher order
- hidden variables
- support vector
- learning algorithm