Researchers analyze state-of-the-art approaches, limitations, and applications of deep learning-based anomaly detection in multivariate time series Monitoring financial security, industrial safety, ...

We develop a procedure for analyzing multivariate nonstationary time series using the SLEX library (smooth localized complex exponentials), which is a collection of bases, each basis consisting of ...

Vol. 26, No. 4, Bayesian Inference, Environment Statistics, Time Series Analysis, and Their Applications (October 2016), pp. 1611-1630 (20 pages) Published By: Institute of Statistical Science, ...

The goal of a time series regression problem is best explained by a concrete example. Suppose you own an airline company and you want to predict the number of passengers you'll have next month based ...