An efficient k-modes algorithm for clustering categorical datasets.
Karin S. DormanRanjan MaitraPublished in: Stat. Anal. Data Min. (2022)
Keyphrases
- k means
- learning algorithm
- optimization algorithm
- synthetic and real datasets
- clustering method
- computationally efficient
- experimental evaluation
- computational cost
- synthetic datasets
- matching algorithm
- computational complexity
- significant improvement
- cost function
- high accuracy
- preprocessing
- categorical data
- dynamic programming
- optimal solution
- data clustering
- simulated annealing
- objective function
- clustering analysis
- particle swarm optimization
- genetic algorithm
- clustering algorithm
- detection algorithm
- image segmentation
- segmentation algorithm
- input data
- worst case
- high dimensional