Stochastic Time Series Representation for Interval Pattern Mining via Gaussian Processes.
Fabian BernsChristian BeecksPublished in: SDM (2021)
Keyphrases
- pattern mining
- gaussian processes
- gaussian process
- gaussian process regression
- itemsets
- sequential patterns
- periodic patterns
- frequent pattern mining
- graph mining
- pattern discovery
- interesting patterns
- covariance function
- frequent patterns
- data mining
- data mining techniques
- gaussian process models
- hyperparameters
- regression model
- domain driven
- model selection
- text classification
- pairwise
- data streams
- real world