STL-ConvTransformer: Series Decomposition and Convolution-Infused Transformer Architecture in Multivariate Time Series Anomaly Detection.
Yu-Xiang WuBi-Ru DaiPublished in: PAKDD (1) (2024)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- multivariate time series data
- network traffic
- intrusion detection system
- one class support vector machines
- dimension reduction
- categorical data
- temporal data
- temporal patterns
- unsupervised learning
- autoregressive
- negative selection algorithm
- preprocessing
- image processing
- data sets
- human motion
- input data
- data warehouse
- spatial structure
- object recognition
- face recognition
- computer vision
- neural network