Sequential hypothesis tests for streaming data via symbolic time-series analysis.
Nurali ViraniDevesh K. JhaAsok RayShashi PhohaPublished in: Eng. Appl. Artif. Intell. (2019)
Keyphrases
- streaming data
- hypothesis tests
- data streams
- hypothesis testing
- sliding window
- model selection
- concept drift
- sample size
- hypothesis test
- evolving data streams
- anomaly detection
- data distribution
- data stream mining
- stream data
- causal relationships
- incoming data
- training data
- multi dimensional
- likelihood ratio
- classification algorithm
- massive data streams