Semi-supervised learning from imperfect data through particle cooperation and competition.

Fabricio A. Breve Liang Zhao Marcos G. Quiles

Published in: IJCNN (2010)

Keyphrases

semi supervised learning
semi supervised
unlabeled data
labeled data
graph based semi supervised learning
active learning
supervised learning

machine learning
semi supervised classification
manifold regularization
unsupervised learning
learning problems
labeled examples
regularization framework

co training
training data
semi supervised learning methods
label propagation
semi supervised learning algorithms
semi supervised clustering
graph construction

improve the classification accuracy
transfer learning
domain adaptation
decision trees
metric learning
learning models
data sets