Efficient and flexible algorithms for monitoring distance-based outliers over data streams.
Maria KontakiAnastasios GounarisApostolos N. PapadopoulosKostas TsichlasYannis ManolopoulosPublished in: Inf. Syst. (2016)
Keyphrases
- data streams
- computationally efficient
- computationally expensive
- data structure
- efficient implementation
- computational cost
- theoretical analysis
- data sets
- limited memory
- highly scalable
- highly efficient
- times faster
- computational complexity
- real time
- computationally intensive
- single pass
- data mining techniques
- learning algorithm
- reservoir sampling