Other packages > Find by keyword >

naspaclust  

Nature-Inspired Spatial Clustering
View on CRAN: Click here


Download and install naspaclust package within the R console
Install from CRAN:
install.packages("naspaclust")

Install from Github:
library("remotes")
install_github("cran/naspaclust")

Install by package version:
library("remotes")
install_version("naspaclust", "0.2.1")



Attach the package and use:
library("naspaclust")
Maintained by
Bahrul Ilmi Nasution
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-03-12
Latest Update: 2021-07-07
Description:
Implement and enhance the performance of spatial fuzzy clustering using Fuzzy Geographically Weighted Clustering with various optimization algorithms, mainly from Xin She Yang (2014) with book entitled Nature-Inspired Optimization Algorithms. The optimization algorithm is useful to tackle the disadvantages of clustering inconsistency when using the traditional approach. The distance measurements option is also provided in order to increase the quality of clustering results. The Fuzzy Geographically Weighted Clustering with nature inspired optimisation algorithm was firstly developed by Arie Wahyu Wijayanto and Ayu Purwarianti (2014) using Artificial Bee Colony algorithm.
How to cite:
Bahrul Ilmi Nasution (2021). naspaclust: Nature-Inspired Spatial Clustering. R package version 0.2.1, https://cran.r-project.org/web/packages/naspaclust. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2021-03-12 10:30)
Other packages that cited naspaclust R package
View naspaclust citation profile
Other R packages that naspaclust depends, imports, suggests or enhances
Complete documentation for naspaclust
Functions, R codes and Examples using the naspaclust R package
Some associated functions: abcfgwc . census2010 . census2010dist . census2010pop . fgwc . fgwcuv . fpafgwc . gsafgwc . hhofgwc . ifafgwc . psofgwc . tlbofgwc . 
Some associated R codes: abcfgwc.R . data.R . ei.R . fgwc.R . fpafgwc.R . gsafgwc.R . hhofgwc.R . ifafgwc.R . index.R . mainfunction.R . naspaclust.R . psofgwc.R . tlbofgwc.R .  Full naspaclust package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA