A short description The distribution package Related publications Authors Contact |
rar | Description |
cVAR | This rar bundle contains: (1) preProcess.R (and auxiliary files), that imports and normalizes training time series, computes spatio-temporal dissimilarities, performs clustering and calculates five-additional time series accounting for the spatial and temporal aware information enclosed in the clustering pattern;
(2) cVar(tceqExample).R, that imports and normalizes test data using parameters determined in the training data, provides a function for estimating the seasonal period, performs VAR model order choice, parameter estimation and forecasting, and calculates the forecast accuracy (script to be used with the TCEQ dataset); (3) cVar(mesaExample).R, script to be used with the MESA dataset. For more information, please refer to the README file included within the bundle. |
Local Alpha Calculator | This rar bundle contains:
(1) localAlpha.jar (.java + .class) that allows us to determine local α and auxiliary files, estimated according to the theory of Xu et al. (2014);
(2) dataset directories that collect scaled data, as well as dissimilarity matrix and local alpha computed by using localAlpha.jar;
(3) example of .bat file to run localAlpha.jar. |
Massimo Bilancia | massimo.bilancia@uniba.it |
Annalisa Appice | annalisa.appice@uniba.it |