Semi-supervised learning guided by the modularity measure in complex networks.
Thiago C. SilvaLiang ZhaoPublished in: Neurocomputing (2012)
Keyphrases
- semi supervised learning
- complex networks
- community detection
- label propagation
- semi supervised
- unlabeled data
- betweenness centrality
- labeled data
- degree centrality
- information theoretic concepts
- network analysis
- social networks
- network structure
- semi supervised classification
- co training
- community structure
- social network analysis
- manifold regularization
- scale free
- link prediction
- unsupervised learning
- machine learning
- community detection algorithms
- similarity measure
- supervised learning
- learning models
- active learning
- real world networks
- training data
- centrality measures
- semi supervised learning algorithms
- transfer learning
- graph based semi supervised learning
- decision trees
- functional modules
- semi supervised learning methods
- dimensionality reduction
- image segmentation
- knowledge discovery
- graph construction
- labeled and unlabeled data
- pairwise