GPU-Accelerated Outlier Detection for Continuous Data Streams.
Chandima Hewa NadungodageYuni XiaJohn Jaehwan LeePublished in: IPDPS (2016)
Keyphrases
- gpu accelerated
- outlier detection
- continuous data streams
- data streams
- sliding window
- finite element
- real time
- detecting outliers
- streaming data
- fraud detection
- detect outliers
- data cleaning
- limited memory
- data distribution
- change detection
- stream data
- data sets
- knowledge discovery
- concept drift
- distance based outlier detection
- data stream mining
- data mining
- data generation
- data structure
- bayesian networks
- outlier mining