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- Title
Multidimensional clustering and hypergraphs.
- Authors
Kozyrev, S. V.
- Abstract
We discuss a multidimensional generalization of the clustering method. In our approach, the clustering is realized by partially ordered hypergraphs belonging to some family. The suggested procedure is applicable in the case where the original metric depends on a set of parameters. The clustering hypergraph studied here can be regarded as an object describing all possible clustering trees corresponding to different values of the original metric.
- Subjects
HYPERGRAPHS; FUZZY hypergraphs; GRAPH theory; METRIC spaces; QUASI-metric spaces
- Publication
Theoretical & Mathematical Physics, 2010, Vol 164, Issue 3, p1163
- ISSN
0040-5779
- Publication type
Article
- DOI
10.1007/s11232-010-0095-2