| Data_Series | Example of data | 
| FM_kt | It performs the factorization for a fixed rank k and a temporal structure with a fixed tau | 
| OurSlope | It performs the slope heuristic for the selection of a penalty constant | 
| TrendTM | Matrix Factorization for Multivariate Time Series Analysis |