Self-labeled techniques for semi-supervised learning: taxonomy, software and empirical study.
Isaac TrigueroSalvador GarcíaFrancisco HerreraPublished in: Knowl. Inf. Syst. (2015)
Keyphrases
- semi supervised learning
- empirical studies
- supervised learning
- uci datasets
- unlabeled training data
- labeled examples
- semi supervised
- unlabeled data
- training data
- labeled data
- unlabeled documents
- labeled training data
- unlabeled examples
- unlabeled samples
- unsupervised learning
- co training
- semi supervised classification
- partially labeled
- machine learning
- learning problems
- unlabeled instances
- manifold regularization
- text categorization
- transfer learning
- active learning
- label propagation
- training examples
- labeled instances
- learning models
- training set
- learning algorithm
- metric learning
- text mining
- principal component analysis
- pattern recognition
- opinion detection