Improving outliers detection in data streams using LiCS and voting.
Fatima-Zahra BenjellounAhmed OussousAmine BennaniSamir BelfkihAyoub Ait LahcenPublished in: J. King Saud Univ. Comput. Inf. Sci. (2021)
Keyphrases
- detecting outliers
- data streams
- outlier detection
- change detection
- detection algorithm
- voting method
- detection accuracy
- detection rate
- automatic detection
- sliding window
- object detection
- concept drift
- detection method
- data sets
- false alarms
- data points
- distributed data streams
- sensor data
- anomaly detection
- continuous queries
- novelty detection
- stream data
- stream processing
- voting schemes
- mining data streams