Vitor R. Carvalho

Improving Robustness on Seasonality-Heavy Multivariate Time Series Anomaly Detection

2020 · arXiv (Cornell University)

Robust Anomaly Detection (AD) on time series data is a key component for monitoring many complex modern systems. These systems typically generate high-dimensional time series that can be highly noisy, seasonal, and inter-correlated. This paper …