FocusLearn: Fully-Interpretable, High-Performance Modular Neural Networks for Time Series

Qiqi Su, Christos Kloukinas, Artur d'Avila Garcez

Multivariate time series have many applications, from healthcare and meteorology to life science. Although deep learning models have shown excellent predictive performance for time…