Provides a Time-Weighted Dynamic Time Warping (TWDTW) algorithm to measure similarity between two temporal sequences. This adaptation of the classical Dynamic Time Warping (DTW) algorithm is flexible to compare events that have a strong time dependency, such as phenological stages of cropland systems and tropical forests. This package provides methods for visualization of minimum cost paths, time series alignment, and time intervals classification.
| Version: |
0.1.0 |
| Depends: |
R (≥ 3.0.0), methods, dtw, zoo |
| Imports: |
proxy, waveslim, graphics, ggplot2, scales, reshape2, grDevices, utils |
| Suggests: |
testthat |
| Published: |
2015-10-10 |
| Author: |
Victor Maus [aut, cre] |
| Maintainer: |
Victor Maus <vwmaus1 at gmail.com> |
| License: |
GPL-2 | GPL-3 | file LICENSE [expanded from: GPL (≥ 2) | file LICENSE] |
| NeedsCompilation: |
no |
| CRAN checks: |
dtwSat results |