Semi-supervised learning with connectivity-driven convolutional neural networks.
Willian Paraguassu AmorimGustavo Henrique RosaRogério ThomazellaJosé Eduardo Cogo CastanhoFábio Romano Lofrano DottoOswaldo Pons Rodrigues JúniorAparecido Nilceu MaranaJoão Paulo PapaPublished in: Pattern Recognit. Lett. (2019)
Keyphrases
- semi supervised learning
- convolutional neural networks
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- supervised learning
- learning problems
- training data
- graph based semi supervised learning
- active learning
- semi supervised classification
- machine learning
- co training
- improve the classification accuracy
- label propagation
- semi supervised learning methods
- labeled examples
- learning models
- labeled and unlabeled data
- unlabeled samples
- transfer learning
- semi supervised learning algorithms
- class labels
- manifold regularization
- data mining
- regularization framework
- pattern recognition
- graph transduction