Nonnegative Matrix Factorization for Time Series Recovery From a Few Temporal Aggregates

Jiali Mei, Yohann de Castro, Yannig Goude, Georges Hébrail

Abstract: Motivated by electricity consumption reconstitution, we propose a new matrix recovery method using nonnegative matrix factorization (NMF). The task tackled here is to reconstitute electricity consu...