In this study, we propose a novel lncRNA expression profile-based matrix factorization method that applies lncRNA expression profiles to identify lncRNA-disease association (EMFLDA). Matrix ...

A digital filter based on non-negative matrix factorization (NMF) enables blind deconvolution of temporal information from large data sets, simultaneously recovering both photon arrival times and the ...

A novel unsupervised machine learning algorithm for single channel source separation is presented. The proposed method is based on nonnegative matrix factorization, which is optimized under the ...