Characterizing N-Dimension Data Clusters: A Density-based Metric for Compactness and Homogeneity Evaluation.
Dylan MoliniéKurosh MadaniPublished in: IN4PL (2021)
Keyphrases
- data points
- data sets
- high quality
- database
- clustering algorithm
- statistical analysis
- data quality
- data structure
- data objects
- raw data
- image data
- data distribution
- synthetic data
- computer systems
- original data
- high dimensional data
- data collection
- data processing
- input data
- knowledge discovery
- data analysis
- anomaly detection
- distance metric
- data sources
- databases
- input space
- evaluation metrics
- subspace clustering
- dimensional data