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DOSTÁL, P. JANKOVÁ, Z.
Original Title
COVID-19 Threats Evaluation of Countries via Fuzzy Interface Systems
Type
conference paper
Language
English
Original Abstract
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.
Keywords
2019-nCoV; ANFIS; coronavirus; COVID-19; coronavirus disease 2019; evaluation; fuzzy logic; soft computing
Authors
DOSTÁL, P.; JANKOVÁ, Z.
Released
2. 4. 2020
Publisher
IBIMA
Location
Seville, Spain
ISBN
978-0-9998551-4-0
Book
35th IBIMA Conference proceedings
Pages from
2340
Pages to
2351
Pages count
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" }