TY - GEN
T1 - Modelo de predicción de decesos basado en aprendizaje artificial supervisado
AU - Eduardo, Huarote Zegarra Raúl
AU - Yensi, Vega Luján
AU - Patricia, Romero Valencia Mónica
AU - Aradiel, Castañeda Hilario
AU - José, Flores Masías Edward
AU - Cesar, Larios Franco Alfredo
AU - Huaman, Jhonatan Isaac Vargas
AU - Yensi, Vega Luján
AU - Patricia, Romero Valencia Mónica
AU - Huaman, Jhonatan Isaac Vargas
N1 - Publisher Copyright:
© 2021 Latin American and Caribbean Consortium of Engineering Institutions. All rights reserved.
PY - 2021/1/1
Y1 - 2021/1/1
N2 - This research aims to cover a need to predict the behavior of the number of deaths in a country that has ended quarantine due to Covid-19.To achieve this, a backpropagation neural network was used as a prediction tool. Taking a public database the country Denmark's death data from Covid-19, with the data accumulated in the range of March 16, 2020 to May 10, 2020 being the inputs for the neural network, managing to predict for May 11, 2020 a cumulative of 209 deaths, implying a forecast of 2 deaths of error according to those that have actually been published of accumulated of 210 deaths. This result represents 98.8% effectiveness.
AB - This research aims to cover a need to predict the behavior of the number of deaths in a country that has ended quarantine due to Covid-19.To achieve this, a backpropagation neural network was used as a prediction tool. Taking a public database the country Denmark's death data from Covid-19, with the data accumulated in the range of March 16, 2020 to May 10, 2020 being the inputs for the neural network, managing to predict for May 11, 2020 a cumulative of 209 deaths, implying a forecast of 2 deaths of error according to those that have actually been published of accumulated of 210 deaths. This result represents 98.8% effectiveness.
KW - Backpropagation
KW - Covid-19
KW - Decesses
KW - Neural network
KW - Pandemic
KW - Quarantine
UR - http://www.scopus.com/inward/record.url?scp=85122004699&partnerID=8YFLogxK
U2 - 10.18687/LACCEI2021.1.1.358
DO - 10.18687/LACCEI2021.1.1.358
M3 - Contribución a la conferencia
AN - SCOPUS:85122004699
T3 - Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology
BT - 19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology
A2 - Larrondo Petrie, Maria M.
A2 - Zapata Rivera, Luis Felipe
A2 - Aranzazu-Suescun, Catalina
PB - Latin American and Caribbean Consortium of Engineering Institutions
T2 - 19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Prospective and Trends in Technology and Skills for Sustainable Social Development" and "Leveraging Emerging Technologies to Construct the Future", LACCEI 2021
Y2 - 19 July 2021 through 23 July 2021
ER -