Using Unsupervised Learning for Graph Construction in Semi-supervised Learning with Graphs.
Diego Alonso Chavez EscalanteGabriel TaubinLuis Gustavo NonatoSiome Klein GoldensteinPublished in: SIBGRAPI (2013)
Keyphrases
- graph construction
- semi supervised learning
- unsupervised learning
- semi supervised
- supervised learning
- unlabeled data
- graph based semi supervised learning
- semi supervised classification
- label propagation
- neighborhood graph
- dimensionality reduction
- machine learning
- labeled data
- text categorization
- data clustering
- expectation maximization
- co training
- transfer learning
- object recognition
- labeled and unlabeled data
- semi supervised learning algorithms
- feature selection
- model selection
- computer vision
- learning tasks
- labeled examples
- multi label classification
- training data
- reinforcement learning
- text classification
- semi supervised learning methods
- probabilistic model