Exploring the Influence of Dimensionality Reduction on Anomaly Detection Performance in Multivariate Time Series

Mahsun Altin, Altan Cakir

This paper presents an extensive empirical study on the integration of dimensionality reduction techniques with advanced unsupervised time series anomaly detection models, focusing…