Combining Self-Organizing Map with Reinforcement Learning for Multivariate Time Series Anomaly Detection.
Peng SuZhonghai LuDe-Jiu ChenPublished in: SMC (2023)
Keyphrases
- self organizing maps
- anomaly detection
- multivariate time series
- network anomaly detection
- reinforcement learning
- unsupervised learning
- intrusion detection
- dimension reduction
- network intrusion detection
- neural network
- supervised learning
- categorical data
- intrusion detection system
- temporal patterns
- autoregressive
- machine learning
- temporal data
- maximum likelihood
- input data
- semi supervised
- normal behavior
- pattern recognition
- decision trees
- learning process
- spatial structure
- detect anomalies