Visualizing frequent patterns in large multivariate time series.
Ming C. HaoManish MarwahHalldór JanetzkoRatnesh SharmaDaniel A. KeimUmeshwar DayalDebprakash PatnaikNaren RamakrishnanPublished in: Visualization and Data Analysis (2011)
Keyphrases
- multivariate time series
- frequent patterns
- temporal patterns
- frequent pattern mining
- mining algorithm
- pattern mining
- mining frequent patterns
- multivariate time series data
- itemsets
- sequential patterns
- temporal data
- sequential pattern mining
- tree structure
- frequent itemsets
- categorical data
- data structure
- discovery of frequent patterns
- autoregressive
- transactional databases
- dimension reduction
- association rules
- frequent pattern mining algorithms
- apriori algorithm
- candidate generation
- data sets
- fp tree
- machine learning