Stojanov, Done (2012) IC: Intelligent Clustering, a new time efficient data partitioning methodology. International Journal of Computer Science and Information Technologies, 3 (5). pp. 5065-5067. ISSN 0975-9646
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Abstract
A new, time efficient data partitioning methodology
is presented. First, the input data set is mapped into a set of
radius vectors, which is further sorted, then partitioned into
initial clusters. However, that is not a guarantee that all
objects have been partitioned in the appropriate clusters.
Therefore, objects being inappropriately partitioned are
moved from one cluster into another neighbouring cluster.
Finally, clusters of radius vectors are formed. Applying
reverse mapping, clusters of radius vectors are back-mapped
into clusters of original objects, being appropriately
partitioned.
| Item Type: | Article |
|---|---|
| Subjects: | Natural sciences > Computer and information sciences |
| Divisions: | Faculty of Computer Science |
| Depositing User: | Done Stojanov |
| Date Deposited: | 31 Oct 2012 18:52 |
| Last Modified: | 31 Oct 2012 18:52 |
| URI: | https://eprints.ugd.edu.mk/id/eprint/189 |
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