| 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 | 120 | 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 | 81 | 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 | 77 | 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 | 74 | 2019 |
| 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 | 70 | 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 | 69 | 2020 |
| Unorganized machines for seasonal streamflow series forecasting H Siqueira, L Boccato, R Attux, C Lyra International journal of neural systems 24 (03), 1430009, 2014 | 52 | 2014 |
| 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 | 51 | 2019 |
| Neural-based ensembles for particulate matter forecasting PSGDM Neto, PRA Firmino, H Siqueira, YDS Tadano, TA Alves, ... IEEE Access 9, 14470-14490, 2021 | 49 | 2021 |
| 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 | 46 | 2018 |
| 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 | 43 | 2021 |
| 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 | 41 | 2020 |
| 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 | 41 | 2016 |
| 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 | 37 | 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 | 37 | 2020 |
| Application of PSO-based clustering algorithms on educational databases P Santos, M Macedo, E Figueiredo, CJ Santana, F Soares, H Siqueira, ... 2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2017 | 36 | 2017 |
| Simplified binary cat swarm optimization H Siqueira, C Santana, M Macedo, E Figueiredo, A Gokhale, ... Integrated Computer-Aided Engineering 28 (1), 35-50, 2021 | 35 | 2021 |
| 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 | 32 | 2020 |
| Performance comparison of feedforward neural networks applied to streamflow series forecasting. H Siqueira, I Luna Mathematics in Engineering, Science & Aerospace (MESA) 10 (1), 2019 | 31 | 2019 |
| 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 | 31 | 2012 |
