The Use of Derivative Dynamic Time Warping in Ant Colony Inspired Clustering

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F08%3A03145520" target="_blank" >RIV/68407700:21230/08:03145520 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
The Use of Derivative Dynamic Time Warping in Ant Colony Inspired Clustering
Original language description
The ECG data can be processed using feature extraction which strongly depends on data preprocessing used. This paper presents an application of swarm-based metaheuristic method inspired by the behavior of real ants in the nature -- Ant Colony inspired clustering, a stochastic cooperative metaheuristics. The method is evaluated in the process of electrocardiogram interpretation and processing. It takes advantage of dynamic time warping method modification which produces satisfactory results comparable tofeature extraction (which determines classical clinical parameters, such as amplitude and duration of important waves).
Czech name
Použití metdoty DTW při shlukování inspirovném mravenci
Czech description
EKG lze zpracovávat pomocí extrakce příznaků. Tato metoda je velice závislá na předzpracování. Tento článek uvádí aplikaci metaheuristické metody, inspirované mravenčími koloniemi. Používá vzdálenostní metodu DTW (Dynamic Time Warping).

Publication year
2008
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Advaced Topics in Scattering and Biomedical Engineering
ISBN
978-981-281-484-5
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
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Publisher name
World Scientific
Place of publication
Singapore
Event location
Lefkada
Event date
Sep 28, 2007
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000263211800025

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