A Distance-Based Spectral Clustering Approach with Applications to Network Community Detection.
Gang ShenDongmei YePublished in: ISPE TE (2016)
Keyphrases
- community detection
- spectral clustering
- complex networks
- community structure
- graph clustering
- link prediction
- real world networks
- label propagation
- community detection algorithms
- network analysis
- network structure
- bipartite networks
- information networks
- overlapping communities
- social networks
- citation networks
- pairwise
- constrained spectral clustering
- data clustering
- social network analysis
- networked data
- k means
- clustering method
- clustering algorithm
- image segmentation
- biological networks
- heterogeneous networks
- normalized cut
- spectral methods
- bipartite graph
- affinity matrix
- eigendecomposition
- similarity matrix
- graph theory
- unsupervised learning
- outlier detection
- training data
- graph partitioning
- laplacian matrix
- graph mining
- densely connected
- information retrieval