Improving discretization based pattern discovery for multivariate time series by additional preprocessing.
Fabian Kai-Dietrich NoeringKonstantin JonasFrank KlawonnPublished in: Intell. Data Anal. (2021)
Keyphrases
- pattern discovery
- multivariate time series
- preprocessing
- temporal patterns
- pattern mining
- temporal data
- data preprocessing
- multivariate time series data
- data analysis
- association rule mining
- sequential patterns
- recursive partitioning
- dimension reduction
- recurring patterns
- data mining
- motif discovery
- temporal data mining
- autoregressive
- spatial structure
- frequent itemsets
- markov random field
- categorical data
- pairwise
- feature extraction
- real world