Publikationer
Optimal algorithms for complete linkage clustering in d dimensions
Avdelning/ar:
Publiceringsår: 2002
Språk: Engelska
Sidor: 139-149
Publikation/Tidskrift/Serie: Theoretical Computer Science
Volym: 286
Nummer: 1
Dokumenttyp: Konferensbidrag
Förlag: ELSEVIER SCIENCE BV
Sammanfattning
It is shown that the complete linkage clustering of n points in R-d, where d greater than or equal to 1 is a constant, can be computed in optimal O(nlogn) time and linear space, under the L-1 and L-infinity-metrics. Furthermore, for every other fixed L-t-metric, it is shown that it can be approximated within an arbitrarily small constant factor in O(nlogn) time and linear space.
Disputation
Nyckelord
- Technology and Engineering
- multidimensional
- optimal algorithms
- complete linkage clustering
- approximation algorithms
- hierarchical clustering
Övrigt
Published
Yes
- ISSN: 0304-3975

