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Sixth International Conference on Intelligent Systems Design and Applications (ISDA'06) Volume 1
Evolutionary Hierarchical Time Series Clustering
Jinan, China
October 16-October 18
ISBN: 0-7695-2528-8
ASCII Text
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Monica Chis, Crina Grosan, "Evolutionary Hierarchical Time Series Clustering," Intelligent Systems Design and Applications, International Conference on, vol. 1, pp. 451-455, Sixth International Conference on Intelligent Systems Design and Applications (ISDA'06) Volume 1, 2006.
 
 
BibTex
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@article{ 10.1109/ISDA.2006.144,
author = {Monica Chis and Crina Grosan},
title = {Evolutionary Hierarchical Time Series Clustering},
journal ={Intelligent Systems Design and Applications, International Conference on},
volume = {1},
year = {2006},
isbn = {0-7695-2528-8},
pages = {451-455},
doi = {http://doi.ieeecomputersociety.org/10.1109/ISDA.2006.144},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Intelligent Systems Design and Applications, International Conference on
TI - Evolutionary Hierarchical Time Series Clustering
SN - 0-7695-2528-8
SP451
EP455
A1 - Monica Chis,
A1 - Crina Grosan,
PY - 2006
KW - null
VL - 1
JA - Intelligent Systems Design and Applications, International Conference on
ER -
 
Monica Chis, Avram Iancu University, Romania
Crina Grosan, Babes-Bolyai University, Romania
Time series clustering is an important topic, particularly for similarity search amongst long time series such as those arising in bioinformatics. In this paper a new evolutionary algorithm for detecting the hierarchical structure of an input time series data set is proposed. A new linear representation of the cluster structure within the data set is used. Proposed algorithm uses mutation and crossover as (search) variation operators. A new fitness function is proposed.
Citation:
Monica Chis, Crina Grosan, "Evolutionary Hierarchical Time Series Clustering," isda, vol. 1, pp.451-455, Sixth International Conference on Intelligent Systems Design and Applications (ISDA'06) Volume 1, 2006
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