3D Histogram Based Anomaly Detection for Categorical Sensor Data in Internet of Things.
Peng YuanLu-An TangHaifeng ChenMoto SatoKevin WoodwardPublished in: Open J. Internet Things (2022)
Keyphrases
- sensor data
- anomaly detection
- sensor networks
- intrusion detection
- network intrusion detection
- detecting anomalies
- mobile devices
- data streams
- anomalous behavior
- smart environments
- network traffic
- intrusion detection system
- human activities
- sensor readings
- network anomaly detection
- raw sensor data
- one class support vector machines
- health monitoring
- streaming data
- multiple sensors
- sensor measurements
- object tracking
- unsupervised learning
- ubiquitous computing
- mean shift
- machine learning
- data mining
- detect anomalies
- neural network
- negative selection algorithm