Detail publikačního výsledku

COVID-19 Threats Evaluation of Countries via Fuzzy Interface Systems

DOSTÁL, P.; JANKOVÁ, Z.

Originální název

COVID-19 Threats Evaluation of Countries via Fuzzy Interface Systems

Anglický název

COVID-19 Threats Evaluation of Countries via Fuzzy Interface Systems

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

The paper deals with the evaluation of a new type of coronavirus, called WHO as COVID-19, by means of soft computing. Specifically, the fuzzy logic supported by neural networks is chosen, which serves to create a knowledge base of rules on the basis of which the model is evaluated. For analysis, European countries have been selected, to which the coronavirus has spread from the Wuhan epicenter in China, where a further outbreak of infection has subsequently emerged. Input variables such as area, population, density and tourism are chosen for the model. The output of the model is a normalized number of infected persons. Based on the output of the fuzzy model, we can say whether the country is high, medium and low threats country.

Anglický abstrakt

The paper deals with the evaluation of a new type of coronavirus, called WHO as COVID-19, by means of soft computing. Specifically, the fuzzy logic supported by neural networks is chosen, which serves to create a knowledge base of rules on the basis of which the model is evaluated. For analysis, European countries have been selected, to which the coronavirus has spread from the Wuhan epicenter in China, where a further outbreak of infection has subsequently emerged. Input variables such as area, population, density and tourism are chosen for the model. The output of the model is a normalized number of infected persons. Based on the output of the fuzzy model, we can say whether the country is high, medium and low threats country.

Klíčová slova

2019-nCoV; ANFIS; coronavirus; COVID-19; coronavirus disease 2019; evaluation; fuzzy logic; soft computing

Klíčová slova v angličtině

2019-nCoV; ANFIS; coronavirus; COVID-19; coronavirus disease 2019; evaluation; fuzzy logic; soft computing

Autoři

DOSTÁL, P.; JANKOVÁ, Z.

Rok RIV

2021

Vydáno

02.04.2020

Nakladatel

IBIMA

Místo

Seville, Spain

ISBN

978-0-9998551-4-0

Kniha

35th IBIMA Conference proceedings

Strany od

2340

Strany do

2351

Strany počet

11

BibTex

@inproceedings{BUT164008,
  author="Petr {Dostál} and Zuzana {Janková}",
  title="COVID-19 Threats Evaluation of Countries via Fuzzy Interface Systems",
  booktitle="35th IBIMA Conference proceedings",
  year="2020",
  pages="2340--2351",
  publisher="IBIMA",
  address="Seville, Spain",
  isbn="978-0-9998551-4-0"
}