Labels or attributes?: rethinking the neighbors for collective classification in sparsely-labeled networks.
Luke K. McDowellDavid W. AhaPublished in: CIKM (2013)
Keyphrases
- collective classification
- relational data
- spam filtering
- link prediction
- statistical relational learning
- sentiment analysis
- network structure
- graphical models
- social networks
- nearest neighbor
- complex networks
- link information
- partially labeled
- relational databases
- relational learning
- social network analysis
- supervised learning
- markov networks
- decision trees
- semi supervised learning
- background knowledge
- probabilistic model
- graph mining
- high dimensional
- machine learning