Mining Multivariate Time-Series Sensor Data to Discover Behavior Envelopes.
Dennis DeCostePublished in: KDD (1997)
Keyphrases
- sensor data
- multivariate time series
- sensor networks
- data streams
- multivariate time series data
- multiple sensors
- sensor measurements
- human activities
- health monitoring
- raw sensor data
- sensor readings
- temporal data
- dimension reduction
- temporal patterns
- categorical data
- clustering algorithm
- autoregressive
- pattern mining
- sequential patterns
- multiscale
- association rule mining
- itemsets
- decision support system
- data mining
- low cost sensors