A Comparison of Graph Construction Methods for Semi-Supervised Learning.
Lilian BertonAlneu de Andrade LopesDidier Augusto Vega-OliverosPublished in: IJCNN (2018)
Keyphrases
- semi supervised learning
- graph construction
- graph based semi supervised learning
- semi supervised
- k nearest neighbor
- label propagation
- knn
- semi supervised classification
- unlabeled data
- graph transduction
- regularization framework
- co training
- text categorization
- semi supervised learning algorithms
- machine learning
- supervised learning
- active learning
- labeled data
- dimensionality reduction
- training data
- multi label
- methods outperform
- semi supervised learning methods
- similarity measure