Integrated detection and localization of concept drifts in process mining with batch and stream trace clustering support.
Rafael Gaspar de SousaAntonio Carlos Meira NetoMarcelo FantinatoSarajane Marques PeresHajo Alexander ReijersPublished in: Data Knowl. Eng. (2024)
Keyphrases
- process mining
- concept drift
- data streams
- streaming data
- incremental clustering
- stream data
- batch learning
- sliding window
- data stream mining
- process model
- anomaly detection
- stream mining
- change detection
- clustering algorithm
- non stationary
- event logs
- concept drifting data streams
- hierarchical clustering
- business process
- mining data streams
- data sets
- high dimensional datasets
- data distribution
- intrusion detection
- data points
- decision trees
- databases