Time Series Anomaly Detection in Smart Homes: A Deep Learning Approach.
Somayeh ZamaniHamed TalebiGunnar StevensPublished in: AMLTS (2022)
Keyphrases
- deep learning
- anomaly detection
- smart home
- unsupervised learning
- detect anomalies
- intrusion detection
- context aware
- activity recognition
- ambient intelligence
- detecting anomalies
- anomalous behavior
- machine learning
- smart environments
- intrusion detection system
- network traffic
- weakly supervised
- management system
- one class support vector machines
- intelligent systems
- data sets
- semi supervised
- embedded systems
- mental models
- intelligent agents
- information extraction
- mobile devices
- decision making