Concept Drift Detection on Data Stream for Revising DBSCAN Cluster.
Yasushi MiyataHiroshi IshikawaPublished in: WIMS (2020)
Keyphrases
- concept drift
- data streams
- change detection
- clustering algorithm
- streaming data
- stream clustering
- data clustering
- data stream mining
- drift detection
- drifting concepts
- data stream classification
- non stationary
- density based clustering
- data distribution
- stream data
- mining data streams
- density based clustering algorithm
- sliding window
- detection algorithm
- classification algorithm
- evolving data streams
- cluster analysis
- outlier detection
- clustering method
- data mining
- stream mining
- dimensionality reduction
- hierarchical clustering
- continuous queries
- database
- anomaly detection
- unsupervised learning
- support vector machine
- high speed data streams
- data points
- machine learning