Ensemble method based on Artificial Neural Networks to estimate air pollution health risks LN Araujo, JT Belotti, TA Alves, Y de Souza Tadano, H Siqueira Environmental Modelling & Software 123, 104567, 2020 | 77 | 2020 |
Air pollution epidemiology: A simplified Generalized Linear Model approach optimized by bio-inspired metaheuristics JT Belotti, DS Castanho, LN Araujo, LV da Silva, TA Alves, YS Tadano, ... Environmental research 191, 110106, 2020 | 40 | 2020 |
Artificial neural networks to estimate the influence of vehicular emission variables on morbidity and mortality in the largest metropolis in South America Y Kachba, DMG Chiroli, J T. Belotti, T Antonini Alves, Y de Souza Tadano, ... Sustainability 12 (7), 2621, 2020 | 35 | 2020 |
Neural-based ensembles and unorganized machines to predict streamflow series from hydroelectric plants J Belotti, H Siqueira, L Araujo, SL Stevan Jr, PSG de Mattos Neto, ... Energies 13 (18), 4769, 2020 | 33 | 2020 |
Recursive linear models optimized by bioinspired metaheuristics to streamflow time series prediction H Siqueira, JT Belotti, L Boccato, I Luna, R Attux, C Lyra International Transactions in Operational Research 30 (2), 742-773, 2023 | 15 | 2023 |
Comparative study of forecasting approaches in monthly streamflow series from Brazilian hydroelectric plants using Extreme Learning Machines and Box & Jenkins models J Belotti, JJ Mendes, M Leme, F Trojan, SL Stevan, H Siqueira Journal of hydrology and hydromechanics 69 (2), 180-195, 2021 | 9 | 2021 |
Avaliação de abordagens alternativas de previsão no estudo de séries de vazões JT Belotti, I Luna, HV Siqueira Journal of Applied Instrumentation and Control 6 (2), 19-26, 2019 | 3 | 2019 |
Seasonal streamflow series forecasting using recurrent neural networks JT Belotti, LNA Lazzarin, FL Usberti, H Siqueira 2018 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2018 | 3 | 2018 |
Redes neurais feedforward aplicadas na avaliação do impacto da poluição atmosférica e variáveis climáticas na saúde humana LNA Lazzarin, JT Belotti, LV da Silva, MHN Marinho, TA Alves, ... Proceedings of the 1 [^ st] Iberic Conference on Theoretical and …, 2018 | 3 | 2018 |
Analysis of Regularized Echo State Networks on the Impact of Air Pollutants on Human Health LN Araujo, JT Belotti, TA Alves, Y de Souza Tadano, F Trojan, H Siqueira New Trends in Computational Vision and Bio-inspired Computing: Selected …, 2020 | 2 | 2020 |
Linear models applied to monthly seasonal streamflow series prediction JT Belotti, JJA Mendes Junior, I Luna, PTL Asano, Y de Souza Tadano, ... Learn. Nonlinear Model 20, 47-61, 2022 | 1 | 2022 |
Previsão de vazões afluentes utilizando redes neurais artificiais e ensembles JT Belotti Universidade Tecnológica Federal do Paraná, 2019 | 1 | 2019 |
Evaluation of radiality constraints for power distribution networks JT Belotti, C Cavellucci, HV Siqueira, FL Usberti RAIRO-Operations Research 59 (1), 595-608, 2025 | | 2025 |
Modelo de alocação de fluxo em redes para evacuação de população JT Belotti Universidade Tecnológica Federal do Paraná, 2015 | | 2015 |