Community detection in social networks: The power of ensemble methods.
Rushed KanawatiPublished in: DSAA (2014)
Keyphrases
- community detection
- ensemble methods
- social networks
- prediction accuracy
- random forests
- community structure
- complex networks
- decision trees
- link prediction
- network analysis
- machine learning methods
- ensemble learning
- benchmark datasets
- social network data
- label propagation
- base classifiers
- bootstrap sampling
- community detection algorithms
- information diffusion
- graph mining
- information propagation
- base learners
- massive graphs
- network structure
- real world networks
- social network analysis
- online social networks
- social media
- community discovery
- citation networks
- feature subset
- decision tree ensembles