Stream Mining Using Statistical Relational Learning.
Swarup ChandraJustin SahsLatifur KhanBhavani M. ThuraisinghamCharu C. AggarwalPublished in: ICDM (2014)
Keyphrases
- statistical relational learning
- stream mining
- data streams
- single pass
- relational data
- limited memory
- relational learning
- inductive logic programming
- data stream mining
- probabilistic logic
- graphical models
- stream processing
- multi relational
- data mining methods
- streaming data
- concept drift
- probabilistic reasoning
- markov logic networks
- social network analysis
- stream data
- markov networks
- sliding window
- bayesian networks
- data mining
- supervised learning
- database systems
- structure learning
- belief propagation