X-Git-Url: https://git.auder.net/?p=synclust.git;a=blobdiff_plain;f=README.md;fp=README.md;h=3cde5c86614852081c25c9efcdda3412c37b63aa;hp=0000000000000000000000000000000000000000;hb=dab5fbe952aa311f3d53bf3799263d46a2f44acd;hpb=195af7f900ef4a29ea6e1629a9e4934539e1c9b1 diff --git a/README.md b/README.md new file mode 100755 index 0000000..3cde5c8 --- /dev/null +++ b/README.md @@ -0,0 +1,19 @@ +# Clustering into regions of synchronous variations + +Joint work with [Christophe Giraud](http://www.cmap.polytechnique.fr/~giraud/). + +--- + +This R package implements a clustering method described in detail in [this article](http://www.cmap.polytechnique.fr/~giraud/SynchronousPop.pdf). + +The goal is to divide a map of observational sites into regions of similar intra-variability over the years, but +with distinct dynamics compared to other regions. +The problem has both spatial (the sites) and temporal (measurements every year) aspects, and is difficult because +there are no a priori indications about the regions. + +--- + +Two (heuristic) methods are available in the package, either direct graph clustering or parameters estimation +in a model-based formulation of the problem. + +Main function to cluster populations data: `findSyncVarRegions()`.