@article{ART001176180},
author={Seung-Joon Oh},
title={A K-Nearest Neighbor Algorithm for Categorical Sequence Data},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2005},
volume={10},
number={2},
pages={215-222}
TY - JOUR
AU - Seung-Joon Oh
TI - A K-Nearest Neighbor Algorithm for Categorical Sequence Data
JO - Journal of The Korea Society of Computer and Information
PY - 2005
VL - 10
IS - 2
PB - The Korean Society Of Computer And Information
SP - 215
EP - 222
SN - 1598-849X
AB - TRecently, there has been enormous growth in the amount of commercial and scientific data, such as protein sequences, retail transactions, and web-logs. Such datasets consist of sequence data that have an inherent sequential nature. In this paper, we study how to classify these sequence datasets. There are several kinds techniques for data classification such as decision tree induction, Bayesian classification and K-NN etc. In our approach, we use a K-NN algorithm for classifying sequences. In addition, we propose a new similairty measure to compute the similarity between two sequences and an efficient method for measuring similarity.
KW - Data Mining;Classification;Sequences
DO -
UR -
ER -
Seung-Joon Oh. (2005). A K-Nearest Neighbor Algorithm for Categorical Sequence Data. Journal of The Korea Society of Computer and Information, 10(2), 215-222.
Seung-Joon Oh. 2005, "A K-Nearest Neighbor Algorithm for Categorical Sequence Data", Journal of The Korea Society of Computer and Information, vol.10, no.2 pp.215-222.
Seung-Joon Oh "A K-Nearest Neighbor Algorithm for Categorical Sequence Data" Journal of The Korea Society of Computer and Information 10.2 pp.215-222 (2005) : 215.
Seung-Joon Oh. A K-Nearest Neighbor Algorithm for Categorical Sequence Data. 2005; 10(2), 215-222.
Seung-Joon Oh. "A K-Nearest Neighbor Algorithm for Categorical Sequence Data" Journal of The Korea Society of Computer and Information 10, no.2 (2005) : 215-222.
Seung-Joon Oh. A K-Nearest Neighbor Algorithm for Categorical Sequence Data. Journal of The Korea Society of Computer and Information, 10(2), 215-222.
Seung-Joon Oh. A K-Nearest Neighbor Algorithm for Categorical Sequence Data. Journal of The Korea Society of Computer and Information. 2005; 10(2) 215-222.
Seung-Joon Oh. A K-Nearest Neighbor Algorithm for Categorical Sequence Data. 2005; 10(2), 215-222.
Seung-Joon Oh. "A K-Nearest Neighbor Algorithm for Categorical Sequence Data" Journal of The Korea Society of Computer and Information 10, no.2 (2005) : 215-222.
