Efficient mining of understandable patterns from multivariate interval time series.
Fabian MörchenAlfred UltschPublished in: Data Min. Knowl. Discov. (2007)
Keyphrases
- multivariate time series
- periodic patterns
- sequential patterns
- pattern mining
- interesting patterns
- pattern discovery
- sequential pattern mining
- emerging patterns
- frequent patterns
- data mining techniques
- multivariate time series data
- surprising patterns
- sequential data
- temporal patterns
- mining patterns
- closed patterns
- frequent episodes
- event streams
- pruning strategy
- generalized association rules
- multi dimensional time series
- concise representation
- transactional data
- multivariate data
- neural network
- previously unknown
- data mining tasks
- web mining
- association rule mining
- knowledge discovery