Frequent pattern mining from multivariate time series data.
Meserret KaracaMichelle M. AlvaradoMostafa Reisi GahrooeiAzra BihoracPanos M. PardalosPublished in: Expert Syst. Appl. (2022)
Keyphrases
- frequent pattern mining
- multivariate time series data
- multivariate time series
- frequent patterns
- pattern mining
- huge number
- temporal data
- stochastic processes
- subspace clustering
- predicting future
- itemsets
- pattern growth
- temporal patterns
- autoregressive
- mining frequent patterns
- temporal pattern mining
- frequent pattern mining algorithms
- small sample size
- sequential patterns
- interesting patterns
- frequent itemset mining
- categorical data
- linear discriminant analysis
- machine learning
- data mining
- real world
- high dimensionality
- temporal information
- association rules
- feature selection