Interpretable Feature Engineering for Time Series Predictors using Attention Networks

Tianjie Wang, Jie Chen, Joel Vaughan +1

Regression problems with time-series predictors are common in banking and many other areas of application. In this paper, we use multi-head attention networks to develop interpreta…