Akmedoids R package for generating directionally-homogeneous clusters of longitudinal data sets.
Monsuru AdepejuSamuel LangtonJon BannisterPublished in: J. Open Source Softw. (2020)
Keyphrases
- data sets
- clustering algorithm
- hierarchical clustering
- input data
- high dimensional data
- cluster structure
- microarray data
- gene clusters
- real world data sets
- subspace clustering
- fuzzy c means
- benchmark data sets
- real time
- cluster validity index
- fuzzy clustering
- database
- self organizing maps
- data clustering
- multi dimensional
- data points
- training set
- generation process
- decision trees
- validity indices
- neural network
- density based clustering
- machine learning
- unsupervised clustering
- software package
- genetic algorithm
- dimensionality reduction
- synthetic data
- cluster analysis
- microarray