GenIc: A Single Pass Generalized Incremental Algorithm for Clustering (2004)
by
Chetan Gupta
,
Robert Grossman
| Venue: | In SIAM Int. Conf. on Data Mining |
| Citations: | 17 - 2 self |
BibTeX
@INPROCEEDINGS{Gupta04genic:a,
author = {Chetan Gupta and Robert Grossman},
title = {GenIc: A Single Pass Generalized Incremental Algorithm for Clustering},
booktitle = {In SIAM Int. Conf. on Data Mining},
year = {2004},
publisher = {SIAM}
}
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Abstract
In this paper we introduce a new single pass clustering algorithm called GenIc designed with the objective of having low overall cost. We examine some of the properties of GenIc and compare it to windowed k-means. We also study its performance using experimental data sets obtained from network monitoring.
