Reduction Through Homogeneous Clustering: Variations for Categorical Data and Fast Data Reduction.
Stefanos OugiaroglouNikolaos PapadimitriouGeorgios EvangelidisPublished in: SN Comput. Sci. (2024)
Keyphrases
- categorical data
- data reduction
- cluster analysis
- data compression
- numerical data
- parameter free
- data analysis
- clustering algorithm
- feature selection
- data mining
- rough set theory
- classification accuracy
- knowledge discovery
- attribute values
- preprocessing
- model selection
- singular value decomposition
- correspondence analysis
- classification rules
- coding scheme
- dimensionality reduction
- high dimensionality
- k means
- computer vision
- nearest neighbor
- genetic algorithm
- databases
- database