Miquel Perello Nieto

Phase-Aware Interpretable Representations for Cyclical Time Series

Existing local explanation methods for time series models typically construct interpretable representations from contiguous temporal segments. While appropriate for many applications, this assumption maybe unsuitable for cyclical physiological signals, where physiologically equivalent states recur over time. We propose...