On-Line Clustering of Functional Boxplots for Monitoring Multiple Streaming Time Series.
Elvira RomanoAntonio BalzanellaPublished in: ECDA (2013)
Keyphrases
- streaming time series
- similarity search
- incremental clustering
- data mining tasks
- data mining algorithms
- sliding window
- clustering algorithm
- clustering method
- streaming data
- anomaly detection
- cluster analysis
- information retrieval
- trend analysis
- unsupervised learning
- data points
- neural network
- query processing
- similarity measure
- hierarchical clustering
- fuzzy clustering
- data mining applications
- decision trees
- machine learning