Applying non-negative matrix factorization with covariates to multivariate time series data as a vector autoregression model

Kenichi Satoh

We propose a novel framework for analyzing multivariate time series (MTS) data by integrating non-negative matrix factorization (NMF) with vector autoregression (VAR). Termed NMF-V…