Time Series Anomaly Detection in Smart Homes: A Deep Learning Approach.
Somayeh ZamaniHamed TalebiGunnar StevensPublished in: CoRR (2023)
Keyphrases
- deep learning
- anomaly detection
- smart home
- unsupervised learning
- detect anomalies
- intrusion detection
- activity recognition
- context aware
- anomalous behavior
- detecting anomalies
- ambient intelligence
- smart environments
- network traffic
- machine learning
- human activities
- embedded systems
- semi supervised
- intelligent agents
- semi supervised learning
- intelligent systems
- supervised learning
- mental models
- pattern recognition
- one class support vector machines
- weakly supervised
- intrusion detection system
- reinforcement learning
- feature selection