Interpretable deep convolutional model for nonlinear multivariate time series in complex systems

Domjan Baric, Davor Horvatic

We introduce the Deep Convolutional Interpreter for Time Series (DCIts), a deep-learning architecture for nonlinear multivariate time series that provides sample-specific, locally…