Mining Novel Multivariate Relationships in Time Series Data Using Correlation Networks.
Saurabh AgrawalMichael S. SteinbachDaniel BoleySnigdhansu ChatterjeeGowtham AtluriAnh The DangStefan LiessVipin KumarPublished in: IEEE Trans. Knowl. Data Eng. (2020)
Keyphrases
- social networks
- multivariate time series
- discover hidden
- power law
- pattern discovery
- data mining
- heterogeneous information networks
- periodic patterns
- heterogeneous networks
- complex networks
- social network analysis and mining
- computer networks
- itemsets
- mining algorithm
- network analysis
- association rule mining
- pattern mining
- multiple types
- knowledge discovery
- change point detection
- genetic regulatory networks
- regression model
- topological features
- association patterns
- web mining
- network structure
- community structure
- sequential data
- network design
- sequential pattern mining
- web logs
- causal relationships
- interesting patterns
- correlation coefficient