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Description
| - Cooperation in natural processes is very important feature, which is modeled by many nature-inspired algorithms. Nature inspired metaheuristics have interesting stochastic properties which make them suitable for use in data mining, data clustering and other computationally demanding application areas. It is because they often produce robust solutions in fairly reasonable time. This paper presents an application of clustering method inspired by the behavior of real ants in the nature in biomedical signal processing. The ants cooperatively maintain and evolve a pheromone matrix which is used to select features.
- Cooperation in natural processes is very important feature, which is modeled by many nature-inspired algorithms. Nature inspired metaheuristics have interesting stochastic properties which make them suitable for use in data mining, data clustering and other computationally demanding application areas. It is because they often produce robust solutions in fairly reasonable time. This paper presents an application of clustering method inspired by the behavior of real ants in the nature in biomedical signal processing. The ants cooperatively maintain and evolve a pheromone matrix which is used to select features. (en)
- Článek uvádí aplikaci shlukovací metody, která je inspirována chováním mravenců v přírodě, a aplikuje ji v procesu zpracování biomedicínských dat. Mravenci kooperativně udržují a utvářejí matrici feromonu, která slouží k volbě příznaků. Hlavním cílem této studie je návrh a vývoj kombinace metod pro selekci příznaků a klasifikaci, které budou schopny automaticky rozpoznat důležité struktury v biologických záznamech. Tuto metodu lze použít také v procesu klasifikace expertem. Významné výsledky byly získány v případě záznamů EEG a EKG, což ospravedlňuje požití těchto aproximativních metod. (cs)
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Title
| - Ant Colony Cooperative Strategy in Electrocardiogram and Electroencephalogram Data Clustering
- Ant Colony Cooperative Strategy in Electrocardiogram and Electroencephalogram Data Clustering (en)
- Shlukování EKG a EEG pomocí kooperativních strategií mravenčích kolonií (cs)
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skos:prefLabel
| - Ant Colony Cooperative Strategy in Electrocardiogram and Electroencephalogram Data Clustering
- Ant Colony Cooperative Strategy in Electrocardiogram and Electroencephalogram Data Clustering (en)
- Shlukování EKG a EEG pomocí kooperativních strategií mravenčích kolonií (cs)
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skos:notation
| - RIV/68407700:21230/08:03146411!RIV09-MSM-21230___
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http://linked.open...avai/riv/aktivita
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http://linked.open...avai/riv/aktivity
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http://linked.open...vai/riv/dodaniDat
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http://linked.open...aciTvurceVysledku
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http://linked.open.../riv/druhVysledku
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http://linked.open...iv/duvernostUdaju
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http://linked.open...titaPredkladatele
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http://linked.open...dnocenehoVysledku
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http://linked.open...ai/riv/idVysledku
| - RIV/68407700:21230/08:03146411
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http://linked.open...riv/jazykVysledku
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http://linked.open.../riv/klicovaSlova
| - ACO_DTree; ant colony; clustering; electrocardiography; neurology (en)
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http://linked.open.../riv/klicoveSlovo
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http://linked.open...ontrolniKodProRIV
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http://linked.open...v/mistoKonaniAkce
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http://linked.open...i/riv/mistoVydani
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http://linked.open...i/riv/nazevZdroje
| - Nature Inspired Cooperative Strategies for Optimization (NICSO 2007)
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http://linked.open...in/vavai/riv/obor
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http://linked.open...ichTvurcuVysledku
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http://linked.open...cetTvurcuVysledku
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http://linked.open...UplatneniVysledku
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http://linked.open...iv/tvurceVysledku
| - Burša, Miroslav
- Lhotská, Lenka
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http://linked.open...vavai/riv/typAkce
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http://linked.open...ain/vavai/riv/wos
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http://linked.open.../riv/zahajeniAkce
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http://linked.open...n/vavai/riv/zamer
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issn
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number of pages
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http://purl.org/ne...btex#hasPublisher
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https://schema.org/isbn
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http://localhost/t...ganizacniJednotka
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