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
β¦ LIBER β¦
Strong Connectivity in Directional Nearest-Neighbor Graphs
β Scribed by Flinchbaugh, B. E.; Jones, L. K.
- Book ID
- 118212401
- Publisher
- Society for Industrial and Applied Mathematics
- Year
- 1981
- Weight
- 249 KB
- Volume
- 2
- Category
- Article
- ISSN
- 0196-5212
- DOI
- 10.1137/0602049
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