Methods for Clustering Categorical and Mixed Data: An Overview and New Algorithms.
Sadaaki MiyamotoVan-Nam HuynhShuhei FujiwaraPublished in: IUKM (2018)
Keyphrases
- mixed data
- synthetic and real datasets
- computational cost
- computationally expensive
- methods outperform
- methods require
- significant improvement
- data clustering
- benchmark datasets
- clustering algorithm
- neural network
- numerical attributes
- optimization methods
- k means
- computational complexity
- learning algorithm
- machine learning algorithms
- data mining techniques
- support vector machine
- data points
- spectral clustering
- categorical data
- multiresolution
- large scale data sets
- data mining
- data sets