Generating Diverse Clustering Datasets with Targeted Characteristics.
Luiz Henrique dos Santos FernandesKate Smith-MilesAna Carolina LorenaPublished in: BRACIS (1) (2022)
Keyphrases
- clustering algorithm
- clustering method
- synthetic datasets
- high dimensional datasets
- clustering approaches
- data mining tasks
- k means
- synthetic and real datasets
- hierarchical clustering
- categorical data
- benchmark datasets
- wide variety
- cluster analysis
- data clustering
- experimental results on real world
- graph theoretic
- real world
- self organizing maps
- spectral clustering
- distance metric
- data mining algorithms
- unsupervised learning
- nearest neighbor
- probabilistic model
- database