Ricardo Navares

Predicting air quality with deep learning LSTM: Towards comprehensive models

Ricardo Navares, Jose L Aznarte · Ecological Informatics · 2019 · 164 citations

Convolutional Neural Network, Environmental Monitoring, Machine Learning +9

Comparing ARIMA and computational intelligence methods to forecast daily hospital admissions due to circulatory and respiratory causes in Madrid

Ricardo Navares, Julio Díaz, Cristina Linares et al. · Stochastic Environmental Research and Risk Assessment · 2018 · 30 citations

Intelligent Forecasting, Forecasting Methodology, Epidemiology +12

Predicting the Poaceae pollen season: six month-ahead forecasting and identification of relevant features

Ricardo Navares, Jose L Aznarte · International Journal of Biometeorology · 2016 · 18 citations

Climatology, Meteorology, Engineering +9

Deep learning architecture to predict daily hospital admissions

Ricardo Navares, Jose L Aznarte · Neural Computing and Applications · 2020 · 17 citations

Convolutional Neural Network, Engineering, Machine Learning +7

Forecasting Plantago pollen: improving feature selection through random forests, clustering, and Friedman tests

Ricardo Navares, Jose L Aznarte · Theoretical and Applied Climatology · 2019 · 12 citations

Biodiversity, Engineering, Botany +9