| Assessing the impact of PM2. 5 on respiratory disease using artificial neural networks G Polezer, YS Tadano, HV Siqueira, AFL Godoi, CI Yamamoto, ... Environmental pollution 235, 394-403, 2018 | 129 | 2018 |
| Sensors and systems for physical rehabilitation and health monitoring—A review LMS Nascimento, LV Bonfati, MLB Freitas, JJA Mendes Junior, ... Sensors 20 (15), 4063, 2020 | 114 | 2020 |
| Feature selection and dimensionality reduction: An extensive comparison in hand gesture classification by sEMG in eight channels armband approach JJAM Junior, MLB Freitas, HV Siqueira, AE Lazzaretti, SF Pichorim, ... Biomedical Signal Processing and Control 59, 101920, 2020 | 93 | 2020 |
| Swarm intelligence for clustering—A systematic review with new perspectives on data mining E Figueiredo, M Macedo, HV Siqueira, CJ Santana Jr, A Gokhale, ... Engineering Applications of Artificial Intelligence 82, 313-329, 2019 | 78 | 2019 |
| 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 |
| A novel binary artificial bee colony algorithm CJ Santana Jr, M Macedo, H Siqueira, A Gokhale, CJA Bastos-Filho Future Generation Computer Systems 98, 180-196, 2019 | 74 | 2019 |
| Hybridized artificial intelligence models with nature-inspired algorithms for river flow modeling: A comprehensive review, assessment, and possible future research directions H Tao, SI Abba, AM Al-Areeq, F Tangang, S Samantaray, A Sahoo, ... Engineering applications of artificial intelligence 129, 107559, 2024 | 59 | 2024 |
| Neural-based ensembles for particulate matter forecasting PSGDM Neto, PRA Firmino, H Siqueira, YDS Tadano, TA Alves, ... Ieee Access 9, 14470-14490, 2021 | 55 | 2021 |
| An adaptive hybrid system using deep learning for wind speed forecasting PSG de Mattos Neto, JFL de Oliveira, DSOS Júnior, HV Siqueira, ... Information Sciences 581, 495-514, 2021 | 54 | 2021 |
| Optimization tools based on metaheuristics for performance enhancement in a Gaussian adaptive PID controller EDP Puchta, HV Siqueira, M dos Santos Kaster IEEE transactions on cybernetics 50 (3), 1185-1194, 2019 | 54 | 2019 |
| Unorganized machines for seasonal streamflow series forecasting H Siqueira, L Boccato, R Attux, C Lyra International journal of neural systems 24 (03), 1430009, 2014 | 54 | 2014 |
| Performance analysis of unorganized machines in streamflow forecasting of Brazilian plants H Siqueira, L Boccato, I Luna, R Attux, C Lyra Applied Soft Computing 68, 494-506, 2018 | 48 | 2018 |
| Multi-objective ensembles of echo state networks and extreme learning machines for streamflow series forecasting VHA Ribeiro, G Reynoso-Meza, HV Siqueira Engineering Applications of Artificial Intelligence 95, 103910, 2020 | 47 | 2020 |
| Second life of lithium-ion batteries of electric vehicles: A short review and perspectives CH Illa Font, HV Siqueira, JE Machado Neto, JLF Santos, SL Stevan Jr, ... Energies 16 (2), 953, 2023 | 43 | 2023 |
| Unorganized machines to predict hospital admissions for respiratory diseases Y de Souza Tadano, HV Siqueira, TA Alves 2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2016 | 43 | 2016 |
| A methodology for coffee price forecasting based on extreme learning machines C Deina, MH do Amaral Prates, CHR Alves, MSR Martins, F Trojan, ... Information Processing in Agriculture 9 (4), 556-565, 2022 | 42 | 2022 |
| Simplified binary cat swarm optimization H Siqueira, C Santana, M Macedo, E Figueiredo, A Gokhale, ... Integrated Computer-Aided Engineering 28 (1), 35-50, 2021 | 42 | 2021 |
| 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 |
| Echo state networks and extreme learning machines: A comparative study on seasonal streamflow series prediction H Siqueira, L Boccato, R Attux, C Lyra Neural Information Processing: 19th International Conference, ICONIP 2012 …, 2012 | 40 | 2012 |
| Dynamic model to predict the association between air quality, COVID-19 cases, and level of lockdown YS Tadano, S Potgieter-Vermaak, YR Kachba, DMG Chiroli, L Casacio, ... Environmental Pollution 268, 115920, 2021 | 39 | 2021 |
