Anomaly detection in streaming environmental sensor data: A data-driven modeling approach.
David J. HillBarbara S. MinskerPublished in: Environ. Model. Softw. (2010)
Keyphrases
- anomaly detection
- sensor data
- data driven
- data streams
- streaming data
- intrusion detection
- detecting anomalies
- sensor networks
- data assimilation
- sensor measurements
- intrusion detection system
- network traffic
- network intrusion detection
- detecting anomalous
- health monitoring
- sensor readings
- smart environments
- network anomaly detection
- one class support vector machines
- human activities
- anomalous behavior
- sensor data streams
- negative selection algorithm
- neural network
- detect anomalies
- multiple sensors
- sliding window
- unsupervised learning
- cumulative sum
- data sets
- raw sensor data
- k means
- image processing
- computer vision
- misuse detection