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Hugo Valadares Siqueira
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Year
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
1162018
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
762020
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
722020
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
692019
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
682020
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
682019
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
512019
Unorganized machines for seasonal streamflow series forecasting
H Siqueira, L Boccato, R Attux, C Lyra
International journal of neural systems 24 (03), 1430009, 2014
492014
Neural-based ensembles for particulate matter forecasting
PSGDM Neto, PRA Firmino, H Siqueira, YDS Tadano, TA Alves, ...
IEEE Access 9, 14470-14490, 2021
462021
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
452018
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
402021
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
402016
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
382020
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
362020
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
362017
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
352021
Simplified binary cat swarm optimization
H Siqueira, C Santana, M Macedo, E Figueiredo, A Gokhale, ...
Integrated Computer-Aided Engineering 28 (1), 35-50, 2021
322021
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
312020
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
312012
Gaussian adaptive PID control optimized via genetic algorithm applied to a step-down DC-DC converter
EDP Puchta, R Lucas, FRV Ferreira, HV Siqueira, MS Kaster
2016 12th IEEE International Conference on Industry Applications (INDUSCON), 1-6, 2016
302016
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Articles 1–20