@article{ART001176128},
author={Seung-Joon Oh},
title={A Hierarchical Clustering Algorithm Using Extended Sequence Element-based Similarity Measure},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2006},
volume={11},
number={5},
pages={321-328}
TY - JOUR
AU - Seung-Joon Oh
TI - A Hierarchical Clustering Algorithm Using Extended Sequence Element-based Similarity Measure
JO - Journal of The Korea Society of Computer and Information
PY - 2006
VL - 11
IS - 5
PB - The Korean Society Of Computer And Information
SP - 321
EP - 328
SN - 1598-849X
AB - Recently, there has been enormous growth in the amount of commercial and scientific data. Such datasets consist of sequence data that have an inherent sequential nature. However, only a few of the existing clustering algorithms consider sequentiality. This study presents a similarity measure and a method for clustering such sequence datasets. Especially, we present an extended concept of the measure of similarity, which considers various conditions. Using a splice dataset, we show that the quality of clusters generated by our proposed clustering algorithm is better than that of clusters produced by traditional clustering algorithms.
KW -
DO -
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Seung-Joon Oh. (2006). A Hierarchical Clustering Algorithm Using Extended Sequence Element-based Similarity Measure. Journal of The Korea Society of Computer and Information, 11(5), 321-328.
Seung-Joon Oh. 2006, "A Hierarchical Clustering Algorithm Using Extended Sequence Element-based Similarity Measure", Journal of The Korea Society of Computer and Information, vol.11, no.5 pp.321-328.
Seung-Joon Oh "A Hierarchical Clustering Algorithm Using Extended Sequence Element-based Similarity Measure" Journal of The Korea Society of Computer and Information 11.5 pp.321-328 (2006) : 321.
Seung-Joon Oh. A Hierarchical Clustering Algorithm Using Extended Sequence Element-based Similarity Measure. 2006; 11(5), 321-328.
Seung-Joon Oh. "A Hierarchical Clustering Algorithm Using Extended Sequence Element-based Similarity Measure" Journal of The Korea Society of Computer and Information 11, no.5 (2006) : 321-328.
Seung-Joon Oh. A Hierarchical Clustering Algorithm Using Extended Sequence Element-based Similarity Measure. Journal of The Korea Society of Computer and Information, 11(5), 321-328.
Seung-Joon Oh. A Hierarchical Clustering Algorithm Using Extended Sequence Element-based Similarity Measure. Journal of The Korea Society of Computer and Information. 2006; 11(5) 321-328.
Seung-Joon Oh. A Hierarchical Clustering Algorithm Using Extended Sequence Element-based Similarity Measure. 2006; 11(5), 321-328.
Seung-Joon Oh. "A Hierarchical Clustering Algorithm Using Extended Sequence Element-based Similarity Measure" Journal of The Korea Society of Computer and Information 11, no.5 (2006) : 321-328.