Unsupervised online detection and prediction of outliers in streams of sensor data.
Niko ReunanenTomi RätyJuho J. JokinenTyler HoytDavid E. CullerPublished in: Int. J. Data Sci. Anal. (2020)
Keyphrases
- sensor data
- data streams
- sensor networks
- detecting outliers
- low cost sensors
- outlier detection
- sensor data streams
- stream data
- sensor measurements
- detection algorithm
- human activities
- real time
- health monitoring
- heterogeneous sensor networks
- raw sensor data
- streaming data
- sensor readings
- sliding window
- change detection
- sensory data
- continuous queries
- concept drift
- semi supervised
- data sets
- smart environments
- multiple sensors
- anomaly detection