Scalable Community Detection for Complex Data Graphs via Hyperbolic Network Embedding and Graph Databases.
Konstantinos TsitseklisMaria KrommydaVasileios KaryotisVerena KantereSymeon PapavassiliouPublished in: IEEE Trans. Netw. Sci. Eng. (2021)
Keyphrases
- graph databases
- complex data
- community detection
- graph mining
- complex networks
- community structure
- link prediction
- community detection algorithms
- real world networks
- massive graphs
- graph data
- network analysis
- network structure
- social networks
- frequent subgraphs
- densely connected
- community discovery
- social network analysis
- biological networks
- graph clustering
- application domains
- high dimensional data
- quasi cliques
- link analysis
- random walk
- pattern mining
- protein structure
- graph model
- graph theory
- similarity search
- index structure
- regular expressions
- connected components
- data analysis
- feature extraction
- real world