Solving clustering as ill-posed problem: experiments with K-Means algorithm.
Alberto Arturo VerganiPublished in: CoRR (2022)
Keyphrases
- k means
- clustering method
- clustering algorithm
- hierarchical clustering
- data clustering
- rough k means
- fuzzy k means
- unsupervised clustering
- expectation maximization
- text clustering
- cost function
- dynamic programming
- spectral clustering
- self organizing maps
- cluster analysis
- learning algorithm
- optimization algorithm
- np hard
- preprocessing
- combinatorial optimization
- particle swarm optimization
- optimal solution
- high dimensional
- computational complexity
- segmentation algorithm
- worst case
- synthetic datasets
- search space
- clustering framework
- consensus clustering
- affinity propagation
- fuzzy clustering algorithm