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
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:
chronnets.R- Methods implementation
dataset_generator.R- Methods for artificial data set generation and plot
run_example.R- Example of how to construct chronnets
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}
}
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