DeepLSF: Fusing Knowledge and Data for Time Series Forecasting

Abstract

This work presents DeepLSF, a framework for time series forecasting that fuses knowledge driven techniques with data driven neural networks. The proposed framework achieves State-Of-The-Art results on three different real world time series forecasting datasets.