Maps Ensemble for Semi-Supervised Learning of Large High Dimensional Datasets.
Elie PrudhommeStéphane LallichPublished in: ISMIS (2008)
Keyphrases
- semi supervised learning
- training data
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- machine learning
- learning problems
- co training
- semi supervised classification
- text categorization
- active learning
- ensemble methods
- improve the classification accuracy
- label propagation
- training set
- manifold regularization
- learning models
- labeled examples
- neural network
- classifier ensemble
- graph based semi supervised learning
- domain adaptation
- text classification
- learning algorithm
- transfer learning
- class labels
- graph construction
- regularization framework
- pairwise
- semi supervised learning algorithms
- pattern recognition