Mining Novel Multivariate Relationships in Time Series Data Using Correlation Networks.
Saurabh AgrawalMichael S. SteinbachDaniel BoleySnigdhansu ChatterjeeGowtham AtluriAnh The DangStefan LiessVipin KumarPublished in: CoRR (2018)
Keyphrases
- social network analysis and mining
- multivariate time series
- mining algorithm
- discover hidden
- periodic patterns
- social networks
- pattern mining
- data mining
- power law
- web mining
- sequential patterns
- pattern discovery
- neural network
- interesting patterns
- correlation coefficient
- complex networks
- knowledge discovery
- network analysis
- community detection
- frequent patterns
- social relationships
- data mining techniques
- association patterns
- data points
- genetic regulatory networks
- topological features
- community discovery
- text mining
- association rule mining
- sequential data
- network structure
- spatial relationships
- data sets