A Case Study for Clustering Characteristics Evaluation and Clustering Dimension Selection by Using UCI News Data.
Chih-Chien HuangChung-Chian HsuYushun PonWenwei LiaoPublished in: ICACS (2020)
Keyphrases
- data points
- data sets
- clustering method
- spectral clustering
- clustering algorithm
- high dimensional data
- data mining tasks
- image data
- categorical data
- data analysis
- database
- data objects
- clustering analysis
- synthetic data
- raw data
- input data
- statistical analysis
- multidimensional data
- hierarchical clustering algorithm
- original data
- cluster analysis
- missing data
- knowledge discovery
- information theoretic
- data distribution
- data clustering
- attribute values
- anomaly detection
- data collection
- data processing
- data reduction
- data sources
- dimensional data
- learning algorithm