Mining Evolving Data Streams with Particle Filters.
Ricky FokAijun AnXiaogang WangPublished in: Comput. Intell. (2017)
Keyphrases
- particle filter
- evolving data streams
- stream mining
- data streams
- particle filtering
- visual tracking
- object tracking
- data stream mining
- multiple object tracking
- concept drift
- monte carlo
- single pass
- state space
- streaming data
- limited memory
- stream clustering
- kalman filter
- appearance model
- data mining
- mean shift
- bayesian filtering
- data mining methods
- change detection
- stream processing
- data sets
- frequent itemsets
- knowledge discovery
- real time
- random forests
- human motion
- pattern mining
- frequent patterns
- non stationary
- data mining techniques
- abrupt motion