Deep matrix factorization (DMF) has the capability to discover hierarchical structures within raw data by factorizing matrices layer by layer, allowing it to utilize latent information for superior ...

In this paper, a novel stacked maximal information coefficient-weighted autoencoder with attribute expansion (SMWAE) is proposed to establish a soft sensor. Firstly, a novel input attribute expansion ...