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Description
  • Arrhythmia diagnosis and electrocardiogram (ECG) interpretation is an important non-invasive step in clinical diagnosis process. The presence of significant heart arrhythmias is an important marker of cardiac death. In this paper we compare and evaluate the following methods: Ant Colony inspired Clustering, Ant Colony inspired method for Decision Tree generation, Radial Basis Function Neural Networks with different learning algorithms and compare them to classical approaches, such as hierarchical clustering and k-means
  • Arrhythmia diagnosis and electrocardiogram (ECG) interpretation is an important non-invasive step in clinical diagnosis process. The presence of significant heart arrhythmias is an important marker of cardiac death. In this paper we compare and evaluate the following methods: Ant Colony inspired Clustering, Ant Colony inspired method for Decision Tree generation, Radial Basis Function Neural Networks with different learning algorithms and compare them to classical approaches, such as hierarchical clustering and k-means (en)
Title
  • Nature Inspired Clustering Concepts in Heart Signal Processing
  • Nature Inspired Clustering Concepts in Heart Signal Processing (en)
skos:prefLabel
  • Nature Inspired Clustering Concepts in Heart Signal Processing
  • Nature Inspired Clustering Concepts in Heart Signal Processing (en)
skos:notation
  • RIV/68407700:21230/09:00160036!RIV11-MSM-21230___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1ET201210527), V
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
  • 328627
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/09:00160036
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • ant colonies; decision trees; evolutionary algorithms; ecg interpretation; clustering; nature inspired methods (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [9E8A28E708D0]
http://linked.open...v/mistoKonaniAkce
  • Praha
http://linked.open...i/riv/mistoVydani
  • Praha
http://linked.open...i/riv/nazevZdroje
  • CTU Workshop 2009
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Burša, Miroslav
  • Lhotská, Lenka
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • České vysoké učení technické v Praze
https://schema.org/isbn
  • 978-80-01-04286-1
http://localhost/t...ganizacniJednotka
  • 21230
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