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README.md

Chronnets

Source code used in the paper:

Ferreira, L. N., Vega-Oliveros, D. A., Cotacallapa, M., Cardoso, M. F., Quiles, M. G., Zhao, L., & Macau, E. E. (2020). Spatiotemporal data analysis with chronological networks. Nature Communications, 11(1), 1-11.

DOI: doi.org/10.1038/s41467-020-17634-2


Climate networks

Code

All the algorithms and experiments used in this paper were implemented using R. Download the code and open the R folder. There are 3 files:

R/
  • chronnets.R
    • Methods implementation
  • dataset_generator.R
    • Methods for artificial data set generation and plot
  • run_example.R
    • Example of how to construct chronnets

Bibtex

If you used this code, please cite our paper.

@article{ferreira_et_al_2020,
	Author = {Ferreira, Leonardo N. and Vega-Oliveros, Didier A. and Cotacallapa, Mosh{\'e} and Cardoso, Manoel F. and Quiles, Marcos G. and Zhao, Liang and Macau, Elbert E. N.},
	Journal = {Nature Communications},
	Number = {1},
	Pages = {4036},
	Title = {Spatiotemporal data analysis with chronological networks},
	Volume = {11},
	Year = {2020}
}

Contact

If you have questions or sugestions, send us a message:

Leonardo N. Ferreira
ferreira@leonardonascimento.com
leonardoferreira.com

Didier A. Vega-Oliveros
davo@icmc.usp.br
didiervega.github.io