Predicting alternatively spliced exons using semi-supervised learning.
Ana StanescuKarthik TangiralaDoina CarageaPublished in: Int. J. Data Min. Bioinform. (2016)
Keyphrases
- semi supervised learning
- alternative splicing
- sequence data
- semi supervised
- unlabeled data
- labeled data
- human genome
- supervised learning
- semi supervised classification
- machine learning
- unsupervised learning
- learning problems
- semi supervised learning algorithms
- co training
- genome wide
- training data
- improve the classification accuracy
- graph based semi supervised learning
- learning models
- domain adaptation
- active learning
- high throughput
- labeled and unlabeled data
- gene expression
- manifold regularization
- labeled examples
- transfer learning
- regularization framework
- training examples
- pattern recognition
- semi supervised learning methods
- learning algorithm