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Construction of the nearest neighbor embracing graph of a point set

✍ Scribed by M. Y. Chan; Danny Z. Chen; Francis Y. L. Chin; Cao An Wang


Book ID
106407039
Publisher
Springer US
Year
2006
Tongue
English
Weight
282 KB
Volume
11
Category
Article
ISSN
1382-6905

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Connectivity of the mutual k-nearest-nei
✍ M.R. Brito; E.L. ChΓ‘vez; A.J. Quiroz; J.E. Yukich πŸ“‚ Article πŸ“… 1997 πŸ› Elsevier Science 🌐 English βš– 610 KB

For multivariate data sets, we study the relationship between the connectivity of a mutual k-nearest-neighbor graph, and the presence of clustering structure and outliers in the data. A test for detection of clustering structure and outliers is proposed and its performance is evaluated in simulated