Quantum Clustering with k-Means: a Hybrid Approach.
Alessandro PoggialiAlessandro BertiAnna BernasconiGianna M. Del CorsoRiccardo GuidottiPublished in: CoRR (2022)
Keyphrases
- k means
- clustering algorithm
- clustering method
- data clustering
- hierarchical clustering
- cluster analysis
- self organizing maps
- spectral clustering
- document clustering
- rough k means
- clustering approaches
- unsupervised clustering
- initial cluster centers
- cluster centers
- clustering analysis
- text clustering
- neural network
- fuzzy c means
- quantum computation
- constrained clustering
- clustering framework
- clustering ensemble
- hierarchical agglomerative
- fuzzy k means
- sufficient statistics
- center based clustering
- classical clustering algorithms
- expectation maximization
- instance level constraints
- unsupervised learning
- hierarchical agglomerative clustering
- clustering quality
- cluster ensemble
- information theoretic
- semi supervised clustering
- categorical data