An LSTM-Based Outlier Detection Approach for IoT Sensor Data in Hierarchical Edge Computing.
Somia BibiChafiq TitounaFaiza TitounaFarid Naït-AbdesselamPublished in: SoftCOM (2023)
Keyphrases
- sensor data
- outlier detection
- data streams
- sensor networks
- location information
- density ratio estimation
- knowledge discovery
- high dimensional datasets
- density estimation
- human activities
- fraud detection
- sensor measurements
- detecting outliers
- detection algorithm
- credit card fraud detection
- multiple sensors
- detect outliers
- management system
- sensor readings
- data mining
- health monitoring
- raw sensor data
- sliding window
- outlier mining
- distance based outlier detection
- data sets
- intrusion detection
- real world
- databases
- cloud computing
- database
- heterogeneous sensor networks