DBOD-DS: Distance Based Outlier Detection for Data Streams.
Md. Shiblee SadikLe GruenwaldPublished in: DEXA (1) (2010)
Keyphrases
- distance based outlier detection
- data streams
- outlier detection
- sliding window
- categorical data
- streaming data
- change detection
- data distribution
- continuous data streams
- concept drift
- sensor data
- sensor networks
- continuous queries
- data stream mining
- frequent itemsets
- itemsets
- distributed data streams
- data sets
- multiple data streams
- stream data
- mining data streams
- reservoir sampling
- heavy hitters
- data streaming
- evolving data streams
- limited memory
- active learning
- three dimensional
- computer vision