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Description
| - V tomto příspěvku jsou porovnávány a vyhodnocovány metody shlukování, které využívají přírodou inspirované koncepty. (cs)
- In this paper we compare and evaluate the use of clustering approaches that use nature inspired concepts. The following methods are considered: Ant Colony inspired Clustering, Ant Colony inspired method for Decision Tree generation, Radial Basis Function Neural Networks with different learning algorithms. We compare the nature inspired methods to classical approaches, such as hierarchical clustering and k-means. The best-performing method over the whole dataset has been agglomerative hierarchical clustering (Se=94.3, Sp=74.1), however it is practically unusable as it is memory and computational demanding. Acceptable results (complexity vs. error) have been obtained by the Ant-Colony inspired method for Decision tree generation (Se=93.1, Sp=72.8).
- In this paper we compare and evaluate the use of clustering approaches that use nature inspired concepts. The following methods are considered: Ant Colony inspired Clustering, Ant Colony inspired method for Decision Tree generation, Radial Basis Function Neural Networks with different learning algorithms. We compare the nature inspired methods to classical approaches, such as hierarchical clustering and k-means. The best-performing method over the whole dataset has been agglomerative hierarchical clustering (Se=94.3, Sp=74.1), however it is practically unusable as it is memory and computational demanding. Acceptable results (complexity vs. error) have been obtained by the Ant-Colony inspired method for Decision tree generation (Se=93.1, Sp=72.8). (en)
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Title
| - Nature Inspired Concepts in Long-Term Electrocardiogram Clustering
- Použití přírodou inspirovaných konceptů při shlukování dlouhodobých záznamů EKG (cs)
- Nature Inspired Concepts in Long-Term Electrocardiogram Clustering (en)
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skos:prefLabel
| - Nature Inspired Concepts in Long-Term Electrocardiogram Clustering
- Použití přírodou inspirovaných konceptů při shlukování dlouhodobých záznamů EKG (cs)
- Nature Inspired Concepts in Long-Term Electrocardiogram Clustering (en)
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skos:notation
| - RIV/68407700:21230/08:03151590!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/68407700:21230/08:03151590
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http://linked.open...riv/jazykVysledku
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http://linked.open.../riv/klicovaSlova
| - ant colony optimization (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
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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.../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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