Clustering the mixed panel dataset using Gower's distance and k-prototypes algorithms.
Özlem AkayGüzin YükselPublished in: Commun. Stat. Simul. Comput. (2018)
Keyphrases
- synthetic datasets
- benchmark datasets
- orders of magnitude
- learning algorithm
- data clustering
- theoretical analysis
- computational complexity
- data structure
- clustering algorithm
- computationally efficient
- synthetic and real datasets
- computational cost
- worst case
- unsupervised learning
- agglomerative hierarchical clustering
- times faster
- distance calculation
- search algorithm
- high dimensional datasets
- neural network
- cluster analysis
- self organizing maps
- decision trees
- image segmentation