Heartbeat detection from a hydraulic bed sensor using a clustering approach.
Licet RosalesMarjorie SkubicDavid HeiseMichael J. DevaneyMark SchaumburgPublished in: EMBC (2012)
Keyphrases
- clustering algorithm
- detection algorithm
- anomaly detection
- k means
- automatic detection
- clustering method
- detection rate
- unsupervised learning
- high sensitivity
- graph theoretic
- detection accuracy
- false positives
- false alarms
- sensor data
- multi sensor
- fuzzy clustering
- forward looking infrared
- data clustering
- information theoretic
- event detection
- real time
- outlier detection
- object detection
- data points
- cluster analysis
- data acquisition
- control method
- self organizing maps
- detection method
- data sets