It can be applied to any dataset assumed to have some underlying mathematical structure, Zhang says. Time-series data are useful for studying the spread of disease or the behavior of financial ...

To extract more powerful and robust feature representations from the rating matrix, they proposed a serial autoencoder structure to improve the model recommendation performance. Firstly ...