Predicting purchase preferences using semi-supervised one-class SVM with graph kernels.
Yasutoshi YajimaPublished in: SMC (2007)
Keyphrases
- graph kernels
- semi supervised
- kernel machines
- label information
- semi supervised learning
- label propagation
- gaussian processes
- structured data
- unlabeled data
- labeled data
- kernel methods
- active learning
- pairwise
- data representation
- kernel function
- unsupervised learning
- co training
- pairwise constraints
- metric learning
- supervised learning
- link prediction
- similarity matrix
- labeled examples
- relational databases
- labeled and unlabeled data
- training examples