Visual exploration of frequent patterns in multivariate time series.
Ming C. HaoManish MarwahHalldór JanetzkoUmeshwar DayalDaniel A. KeimDebprakash PatnaikNaren RamakrishnanRatnesh K. SharmaPublished in: Inf. Vis. (2012)
Keyphrases
- visual exploration
- multivariate time series
- frequent patterns
- temporal patterns
- frequent pattern mining
- exploratory analysis
- mining algorithm
- pattern mining
- temporal data
- tree structure
- itemsets
- sequential patterns
- visualization tool
- data structure
- dimension reduction
- categorical data
- interesting patterns
- visualization tools
- association rules
- association patterns
- sequential pattern mining
- frequent itemsets
- autoregressive
- data mining applications
- fp tree
- search engine