Man pages for FSMUMI
Imputation of Time Series Based on Fuzzy Logic
| compute.ed | Euclidean distance (ED) |
| compute.fa2 | FA2 |
| compute.fb | Fractional Bias (FB) |
| compute.fsd | Fraction of Standard Deviation (FSD) |
| compute.rmse | Root Mean Square Error (RMSE) |
| compute.sim | Similarity |
| create.Myfis | Building a fuzzy inference system |
| Creating_gaps | Creating gaps in multivariate time series |
| Creating_gap_univariate | Creating a gap in a univariate series |
| dataFSMUMI | An example of a multivariate times series having three... |
| evalfis | FIS evaluation |
| fbsm | Global threshold for missing data imputation |
| Finding_fuzzy_based_global_threshold | Global threshold based on fuzzy-weighted similarity threshold |
| Finding_fuzzy_based_similar_windows | Finding the similar windows using based on fuzzy-weighted... |
| FSMUMImputation | Imputing large gaps based on the new fuzzy-weighted... |
| FSMUMI-package | Imputation of Time Series Based on Fuzzy Logic |
| imp_1NA | Completing isolated missing points (1NA) |
| imp_small_gaps_WMA | Completing small gaps that their sizes belong to... |
| Indexes_size_missing | Indexes and sizes of gaps |
