Mining Novel Multivariate Relationships in Time Series Data Using Correlation Networks

Saurabh Agrawal, Michael Steinbach, Daniel Boley +5

In many domains, there is significant interest in capturing novel relationships between time series that represent activities recorded at different nodes of a highly complex system…