A Multivariate Time Series Anomaly Detection Model Based on Graph Attention Mechanism in Energy Consumption of Intelligent Buildings.
Zhe ZhangYuhao ChenHuixue WangYunzhe WangQiming FuYou LuPublished in: CBD (2022)
Keyphrases
- anomaly detection
- energy consumption
- multivariate time series
- attention mechanism
- wireless sensor networks
- intrusion detection
- sensor networks
- energy saving
- visual attention
- network traffic
- intrusion detection system
- temporal data
- electricity consumption
- dimension reduction
- saliency map
- unsupervised learning
- machine learning
- image processing