Anomaly Detection in Streaming Sensor Data
Alec PawlingPing YanJulián CandiaTimothy W. SchoenharlGregory R. MadeyPublished in: CoRR (2008)
Keyphrases
- anomaly detection
- sensor data
- data streams
- streaming data
- sensor networks
- intrusion detection
- detecting anomalies
- sensor measurements
- network intrusion detection
- network anomaly detection
- network traffic
- human activities
- anomalous behavior
- health monitoring
- sliding window
- intrusion detection system
- one class support vector machines
- data sets
- stream data
- raw sensor data
- multiple sensors
- detecting anomalous
- sensor readings
- smart environments
- concept drift
- wireless sensor networks
- detect anomalies
- low cost sensors
- computer systems
- pattern recognition
- machine learning