Continuous outlier mining of streaming data in flink.
Theodoros ToliopoulosAnastasios GounarisKostas TsichlasApostolos PapadopoulosSandra SampaioPublished in: Inf. Syst. (2020)
Keyphrases
- streaming data
- outlier mining
- data streams
- outlier detection
- concept drift
- sliding window
- anomaly detection
- data stream mining
- data distribution
- intrusion detection
- evolving data streams
- mining data streams
- stream data
- massive data streams
- stream mining
- index structure
- continuous data
- unsupervised learning
- support vector machine
- detect outliers
- learning algorithm
- real world
- neural network