Self-labeling techniques for semi-supervised time series classification: an empirical study.
Mabel González CastellanosChristoph BergmeirIsaac TrigueroYanet RodríguezJosé Manuel BenítezPublished in: Knowl. Inf. Syst. (2018)
Keyphrases
- semi supervised
- label propagation
- active learning
- unsupervised learning
- semi supervised learning
- labeled data
- pairwise
- partially labeled
- supervised learning
- unlabeled data
- labeled examples
- co training
- multi view
- image segmentation
- labeling process
- semi supervised classification
- semi supervised support vector machines
- nearest neighbor
- semi supervised clustering
- labeled and unlabeled data
- pairwise constraints
- sampling methods
- image labeling
- neural network
- dynamic time warping
- manifold learning
- multiple instance learning
- class imbalance
- random sampling
- spectral clustering
- document clustering
- transfer learning
- face recognition
- learning algorithm
- data sets