Towards online and personalized daily activity recognition, habit modeling, and anomaly detection for the solitary elderly through unobtrusive sensing.
Lei MengChunyan MiaoCyril LeungPublished in: Multim. Tools Appl. (2017)
Keyphrases
- anomaly detection
- daily activities
- activity recognition
- intrusion detection
- anomalous behavior
- network traffic
- data assimilation
- network intrusion detection
- ambient intelligence
- human activities
- network anomaly detection
- detecting anomalies
- unsupervised learning
- smart home
- ambient assisted living
- one class support vector machines
- action recognition
- intrusion detection system
- object recognition
- pattern recognition
- home environments
- sensor networks
- cumulative sum
- negative selection algorithm
- detect anomalies
- decision trees