Designing a Streaming Algorithm for Outlier Detection in Data Mining - An Incrementa Approach.
Kangqing YuWei ShiNicola SantoroPublished in: Sensors (2020)
Keyphrases
- outlier detection
- detection algorithm
- data mining
- density based clustering
- knowledge discovery
- parameter free
- probabilistic model
- distance based outlier detection
- learning algorithm
- model selection
- k means
- data streams
- databases
- query processing
- clustering method
- tree structure
- test data
- high dimensional datasets
- outlier mining
- density ratio estimation