Explaining and Upsampling Anomalies in Time-Series Sensor Data.
Craig PiriePublished in: ICCBR Doctoral Consortium (2022)
Keyphrases
- sensor data
- multivariate time series data
- sensor networks
- multivariate time series
- anomaly detection
- sensor measurements
- data streams
- human activities
- low resolution
- detect anomalies
- multiple sensors
- health monitoring
- smart environments
- data sets
- sensor data streams
- kernel regression
- depth map
- neural network
- physical objects
- high frequency
- wearable sensors
- management system
- database
- low cost sensors