kohonen: Supervised and Unsupervised Self-Organising Maps

Canonical link: https://rscholar.com/pkg/kohonen

Ron Wehrens • Johannes Kruisselbrink • View description and downloads View dependencies GitHub project

2006 Published

25 Citations

2 Authors

31 Revisions

3.0.12 Version

GPL-2 License

Referenced by ⇅	Year
somhca: Self-Organising Maps Coupled with Hierarchical Cluster Analysis (Version 0.2.0)	2025
SOMMD: Self Organising Maps for the Analysis of Molecular Dynamics Data (Version 0.1.2)	2024
biopixR: Extracting Insights from Biological Images (Version 1.2.0)	2024
DSAM: Data Splitting Algorithms for Model Developments (Version 1.0.2)	2023
flowml: A Backend for a 'nextflow' Pipeline that Performs Machine-Learning-Based Modeling of Biomedical Data (Version 0.1.3)	2023
mulgar: Functions for Pre-Processing Data for Multivariate Data Visualisation using Tours (Version 1.0.2)	2023
sits: Satellite Image Time Series Analysis for Earth Observation Data Cubes (Version 1.5.2)	2022
SOMEnv: SOM Algorithm for the Analysis of Multivariate Environmental Data (Version 1.1.2)	2021
aweSOM: Interactive Self-Organizing Maps (Version 1.3)	2021
rassta: Raster-Based Spatial Stratification Algorithms (Version 1.0.6)	2021
FCPS: Fundamental Clustering Problems Suite (Version 1.3.4)	2020
Mercator: Clustering and Visualizing Distance Matrices (Version 1.1.5)	2019
fdm2id: Data Mining and R Programming for Beginners (Version 0.9.9)	2019
somspace: Spatial Analysis with Self-Organizing Maps (Version 1.2.4)	2019
synoptReg: Synoptic Climate Classification and Spatial Regionalization of Environmental Data (Version 1.2.1)	2018
ggsom: New Data Visualisations for SOMs Networks (Version 0.4.0)	2018
GenomicMating: Efficient Breeding by Genomic Mating (Version 2.0)	2017
diceR: Diverse Cluster Ensemble in R (Version 3.0.0)	2017
som.nn: Topological k-NN Classifier Based on Self-Organising Maps (Version 1.4.4)	2017
UNCLES: Unification of Clustering Results from Multiple Datasets using External Specifications (Version 2.0)	2016
multisom: Clustering a Data Set using Multi-SOM Algorithm (Version 1.3)	2015
Rsomoclu: Somoclu (Version 1.7.6)	2014
fscaret: Automated Feature Selection from 'caret' (Version 0.9.4.4)	2013
RankAggreg: Weighted Rank Aggregation (Version 0.6.6)	2008
clValid: Validation of Clustering Results (Version 0.7)	2007

RPKG Scholar presents a tabulation of an author's contribution in the development of R packages stored in the Comprehensive R Archive Network (CRAN). Within this site, we consider package dependencies (suggests,imports,depends,enhances) as citations because we believe that using one's package to develop another is tantamount to citing the author of the package being imported, suggested or enhanced.