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DESCRIPTION
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DESCRIPTION
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Package: graphseg
Type: Package
Title: Segmentation of Graph-Based Signals
Version: 0.1.1
Authors@R: c(
person("Vivien", "Goepp",
role = c("aut", "cre"),
email = "vivien.goepp@gmail.com",
comment = c(ORCID = "0000-0001-6961-4260"))
)
Maintainer: Vivien Goepp <vivien.goepp@gmail.com>
Description: Perform segmentation of graph-based signals. Assume a noisy observation
of a signal two values correspond to vertices on a graph. Assume the true
value of the signal is piece-wise constant (where each 'piece' is a
connected subgraph). The main function, agraph(), computes the
segmentation of the signal. The package also includes a wrapper around the competing
method flsa() (from package 'flsa').
More information about this method in Goepp and van de Kassteele (2022)
"Graph-Based Spatial Segmentation of
Health-Related Areal Data" <doi:10.48550/arXiv.2206.06752>.
License: GPL (>= 3)
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
LazyData: true
URL: https://github.com/goepp/graphseg
Imports:
igraph,
magrittr,
methods,
Matrix,
sf,
flsa
RoxygenNote: 7.1.1
Depends: R (>= 2.10)
Suggests:
testthat,
knitr,
rmarkdown