Julio Cesar Monica

Multiple Ensemble Neural Network Models with Fuzzy Response Aggregation for Predicting COVID-19 Time Series: The Case of Mexico

Patricia Melín, Julio Cesar Monica, Daniela Sánchez et al. · Healthcare · 2020 · 184 citations · Full text

Computing, Data Science, Forecasting +14

Analysis of Spatial Spread Relationships of Coronavirus (COVID-19) Pandemic in the World using Self Organizing Maps

Patricia Melín, Julio Cesar Monica, Daniela Sánchez et al. · Chaos Solitons & Fractals · 2020 · 151 citations · Full text

Veterinary Medicine, Geography, Infectious Diseases +14

RETRACTED ARTICLE: Optimization using the firefly algorithm of ensemble neural networks with type-2 fuzzy integration for COVID-19 time series prediction

Patricia Melín, Daniela Sánchez, Julio Cesar Monica et al. · Soft Computing · 2021 · 48 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

RETRACTED ARTICLE: A new prediction approach of the COVID-19 virus pandemic behavior with a hybrid ensemble modular nonlinear autoregressive neural network

Patricia Melín, Julio Cesar Monica, Daniela Sánchez et al. · Soft Computing · 2020 · 13 citations · Full text

Computing, Infectious Diseases, Forecasting +15