Quantum clustering with k-Means: A hybrid approach.
Alessandro PoggialiAlessandro BertiAnna BernasconiGianna M. Del CorsoRiccardo GuidottiPublished in: Theor. Comput. Sci. (2024)
Keyphrases
- k means
- clustering algorithm
- clustering method
- data clustering
- cluster analysis
- hierarchical clustering
- self organizing maps
- spectral clustering
- unsupervised clustering
- rough k means
- cluster centers
- clustering quality
- fuzzy k means
- expectation maximization
- agglomerative hierarchical clustering
- initial cluster centers
- clustering approaches
- text clustering
- document clustering
- data sets
- cluster ensemble
- constrained clustering
- clustering framework
- fuzzy c means
- kohonen self organizing maps
- center based clustering
- clustering ensemble
- quantum mechanics
- information theoretic
- hierarchical agglomerative
- instance level constraints
- microarray
- genetic k means algorithm