CRAN/E | SOMEnv

SOMEnv

SOM Algorithm for the Analysis of Multivariate Environmental Data

Installation

About

Analysis of multivariate environmental high frequency data by Self-Organizing Map and k-means clustering algorithms. By means of the graphical user interface it provides a comfortable way to elaborate by self-organizing map algorithm rather big datasets (txt files up to 100 MB ) obtained by environmental high-frequency monitoring by sensors/instruments. The functions present in the package are based on 'kohonen' and 'openair' packages implemented by functions embedding Vesanto et al. (2001) heuristic rules for map initialization parameters, k-means clustering algorithm and map features visualization. Cluster profiles visualization as well as graphs dedicated to the visualization of time-dependent variables Licen et al. (2020) doi:10.4209/aaqr.2019.08.0414 are provided.

Citation SOMEnv citation info
github.com/SomEnv/somenv
Bug report File report

Key Metrics

Version 1.1.2
R ≥ 3.6.0
Published 2021-07-26 1053 days ago
Needs compilation? no
License GPL-3
CRAN checks SOMEnv results

Downloads

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Maintainer

Maintainer

Sabina Licen

Authors

Sabina Licen

aut / cre

Marco Franzon

aut

Tommaso Rodani

aut

Pierluigi Barbieri

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

SOMEnv archive

Depends

R ≥ 3.6.0

Imports

rlist
kohonen
shiny
dplyr
plyr
openair
colourpicker
shinycssloaders
shinycustomloader