Transformer-based multivariate time series anomaly detection using inter-variable attention mechanism.

Hyeongwon Kang Pilsung Kang

Published in: Knowl. Based Syst. (2024)

Keyphrases

anomaly detection
multivariate time series
attention mechanism
visual attention
intrusion detection
dimension reduction
categorical data
saliency map
temporal data
unsupervised learning
temporal patterns
autoregressive
data sets
eye tracking
maximum likelihood
supervised learning
detect anomalies
machine learning