ts2net: From Time Series to Networks
Transforming one or multiple time series into networks. This package is
useful for complex systems modeling, time series data mining, or time series analysis using networks.
An introduction to the topic and the descriptions of the methods implemented
in this package can be found in Mitchell (2006) <doi:10.1016/j.artint.2006.10.002>,
Silva and Zhao (2016) <doi:10.1007/978-3-319-17290-3>, and Silva et al. (2021) <doi:10.1002/widm.1404>.
| Version: |
0.1.0 |
| Depends: |
R (≥ 4.1.0), igraph (≥ 1.2.11), parallel, compiler |
| Imports: |
dtw (≥ 1.22.3), scales (≥ 1.1.1), minerva (≥ 1.5.10), infotheo (≥ 1.2.0), mmpp (≥ 0.6), dbscan (≥ 1.1.10), zoo (≥
1.8.9), nonlinearTseries (≥ 0.2.11), stats, utils |
| Suggests: |
covr, testthat (≥ 3.0.0) |
| Published: |
2022-06-09 |
| Author: |
Leonardo N. Ferreira
 [aut, cre] |
| Maintainer: |
Leonardo N. Ferreira <ferreira at leonardonascimento.com> |
| BugReports: |
https://github.com/lnferreira/ts2net/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/lnferreira/ts2net |
| NeedsCompilation: |
no |
| Citation: |
ts2net citation info |
| Materials: |
README NEWS |
| CRAN checks: |
ts2net results |
Documentation:
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