Personalized microbial network inference via co-regularized spectral clustering.
Sultan ImangaliyevBart KeijserWim CrielaardEvgeni TsivtsivadzePublished in: BIBM (2014)
Keyphrases
- spectral clustering
- data clustering
- pairwise
- clustering method
- k means
- similarity matrix
- clustering algorithm
- image segmentation
- network structure
- eigendecomposition
- spectral methods
- affinity matrix
- image processing
- graph laplacian
- complex networks
- bayesian inference
- constrained spectral clustering
- laplacian matrix
- constrained clustering
- link prediction
- label propagation
- pairwise constraints
- normalized cut
- graph partitioning
- learning algorithm
- semi supervised learning
- active learning
- social networks