Before revision:  In this paper, we propose a new class of interpretable neural network models that can achieve both high prediction accuracy and interpretability in regression problems with time series cross-sectional data.
After revision:  In this paper, we propose a class of interpretable neural network models that can achieve both high prediction accuracy and interpretability in regression problems with time series cross-sectional data.