Data Streams Are Time Series: Challenging Assumptions.
Jesse ReadRicardo Araújo RiosTatiane NogueiraRodrigo Fernandes de MelloPublished in: BRACIS (2) (2020)
Keyphrases
- data streams
- sliding window
- sensor networks
- non stationary
- sensor data
- data streaming
- data sets
- continuous data streams
- concept drift
- change detection
- outlier detection
- dynamic programming
- itemsets
- decision trees
- autoregressive
- temporal data
- data mining tasks
- stream mining
- evolving data streams
- real world
- database
- distributed data streams
- high dimensional data streams