Time series forecasting from partial observations via Non-negative Matrix Factorization

Yohann de Castro, Luca Mencarelli

In modern time series problems, one aims at forecasting multiple time series with possible missing and noisy values. In this paper, we introduce the Sliding Mask Method (SMM) for f…