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Description
  • This paper presents the use of nature inspired clustering method - 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 to feature extraction (beat parameters measuring). Paper also considers the relevant steps to speed up the algorithm and make it robust with respect to the data used. Paper also discusses the use of standard clustering methods in the ECG processing using the dynamic time warping algorithm and provides a comparison with a basic ant colony inspired clustering method.
  • This paper presents the use of nature inspired clustering method - 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 to feature extraction (beat parameters measuring). Paper also considers the relevant steps to speed up the algorithm and make it robust with respect to the data used. Paper also discusses the use of standard clustering methods in the ECG processing using the dynamic time warping algorithm and provides a comparison with a basic ant colony inspired clustering method. (en)
  • Článek popisuje použití metody, inspirované chováním mravenčích kolonií. Metoda je použita v procesu interpretace EKG a jeho zpracování. Využívá vzdálenostní míry DTW, která poskytuje výsledky, podobné extrakci příznaků (měření parametrů srdeční akce). Článek popisuje významné příspěvky k urychlení algoritmu a zvýšení jeho robustnosti na základě použitých dat. Jsou také uvažovány standardní metody shlukování. Uvedeno je srovnání vybraných metod. (cs)
Title
  • Electrocardiogram Signal Processing using Ant Colony Approach and Dynamic Time Warping Distance Measure
  • Zpracování signálu elektrokardiogramu s využitím přístupu mravenčích kolonií a míry DTW (cs)
  • Electrocardiogram Signal Processing using Ant Colony Approach and Dynamic Time Warping Distance Measure (en)
skos:prefLabel
  • Electrocardiogram Signal Processing using Ant Colony Approach and Dynamic Time Warping Distance Measure
  • Zpracování signálu elektrokardiogramu s využitím přístupu mravenčích kolonií a míry DTW (cs)
  • Electrocardiogram Signal Processing using Ant Colony Approach and Dynamic Time Warping Distance Measure (en)
skos:notation
  • RIV/68407700:21230/08:03144634!RIV09-MSM-21230___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM6840770012)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 365761
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/08:03144634
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • ant colony clustering; dynamic time warping; electrocardiogram (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [C9EB33DA663E]
http://linked.open...v/mistoKonaniAkce
  • Brno
http://linked.open...i/riv/mistoVydani
  • Brno
http://linked.open...i/riv/nazevZdroje
  • Analysis of Biomedical Signals and Images; Biosignal 2008 proceedings
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Burša, Miroslav
  • Lhotská, Lenka
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
issn
  • 1211-412X
number of pages
http://purl.org/ne...btex#hasPublisher
  • VUTIUM Press
https://schema.org/isbn
  • 978-80-214-3613-8
http://localhost/t...ganizacniJednotka
  • 21230
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