Synthesis of Datasets with Specific Characteristics for the Clustering Problem.
Alexey ZabashtaSergey MuravyovIvan SmetannikovPublished in: CSAI (2019)
Keyphrases
- clustering algorithm
- synthetic and real datasets
- clustering approaches
- data mining tasks
- hierarchical clustering
- k means
- specific features
- clustering method
- domain specific
- database
- data clustering
- spectral clustering
- high dimensional datasets
- high dimensionality
- clustering analysis
- graph theoretic
- uci machine learning repository
- categorical data
- cluster analysis
- outlier detection
- benchmark datasets
- unsupervised learning
- knn
- high dimensional
- data sets