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Correspondences between Pre-pyramids, Pyramids and Robinsonian Dissimilarities
- Source :
- Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Wiley, 2013, 3 (4), p. 290-297. ⟨10.1002/widm.1096⟩
- Publication Year :
- 2013
- Publisher :
- HAL CCSD, 2013.
-
Abstract
- 7 pages; International audience; We consider cluster structures in a general setting where they do not necessarily contain all singletons of the ground set. Then we provide a direct proof of the bijection between semi-proper robinsonian dissimilarities and indexed pre-pyramids. This result generalizes its analogue proven by Batbedat in the particular case of definite cluster structures. Moreover, the proposed proof shows that the clusters of the indexed pre-pyramid corresponding to a semi-proper robinsonian dissimilarity are particular 2-balls of the considered dissimilarity.
Details
- Language :
- English
- ISSN :
- 19424795
- Database :
- OpenAIRE
- Journal :
- Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Wiley, 2013, 3 (4), p. 290-297. ⟨10.1002/widm.1096⟩
- Accession number :
- edsair.dedup.wf.001..ea480f1dad503d5968f8ae02405f3b29