Application of semi-supervised learning with Voronoi Graph for place classification.
Lei ShiSarath KodagodaGamini DissanayakePublished in: IROS (2012)
Keyphrases
- semi supervised learning
- semi supervised classification
- supervised learning
- semi supervised
- improve the classification accuracy
- label propagation
- graph based semi supervised learning
- unlabeled data
- unsupervised learning
- graph construction
- machine learning
- co training
- semi supervised learning algorithms
- transductive support vector machine
- labeled data
- uci datasets
- labeled and unlabeled data
- class labels
- pattern recognition
- unlabeled samples
- supervised learning algorithms
- manifold regularization
- classification accuracy
- decision trees
- training data
- semi supervised learning methods
- active learning
- support vector
- feature selection
- image classification
- transfer learning
- knn
- dimensionality reduction
- learning algorithm