João Fausto Lorenzato de Oliveira

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Paulo S G de Mattos NetoProfessor, Federal University of PernambucoVerified email at cin.ufpe.br
Manoel H N MarinhoAssociate Professor – PostGrad Program in Systems Engineering (PPGES). University of PernambucoVerified email at poli.br
Hugo Valadares SiqueiraFederal University of Technology - ParanaVerified email at utfpr.edu.br
Teresa Bernarda LudermirProfessor Centro de Informática, Universidade Federal de PernambucoVerified email at cin.ufpe.br
Domingos Sávio de Oliveira Santos Jú...Verified email at cin.ufpe.br
Francisco MadeiroAssociate Professor, Electrical Engineering, University of Pernambuco; Computer Science, UNICAPVerified email at poli.br
Attilio ConvertiProfessor of Industrial and Environmental Biotechnology, Genoa UniversityVerified email at unige.it
Thiago Antonini AlvesFederal University of Technology - ParanaVerified email at utfpr.edu.br
Eraylson Galdino da SilvaUPEVerified email at upe.br
Cleyton RodriguesProfessor da Universidade de PernambucoVerified email at upe.br
Sergio L. Stevan Jr.Professor of the Graduate Program in Electrical Engineering - UTFPR-PG, Ponta Grossa/PR-BrazilVerified email at utfpr.edu.br
Leonie Asfora SarubboProfessor dos Cursos de Engenharia Química e Engenharia Ambiental Universidade Católica de PernambucoVerified email at unicap.br
Emanoel BarreirosPhD in Computer ScienceVerified email at upe.br
Valmir MacárioUniversidade Federal Rural de PernambucoVerified email at ufrpe.br
Mariana MacedoAssistant Professor - Northeastern University LondonVerified email at ecomp.poli.br
Adauto Trigueiro de Almeida FilhoUniversidade de PernambucoVerified email at upe.br
Ivette LunaProfessora do Instituto de Economia, Universidade Estadual de CampinasVerified email at unicamp.br
Ivan G. CostaProfessor, Institute of Computational Genomics, RWTH AachenVerified email at rwth-aachen.de
Sergio SoaresProfessor Associado de Ciência da Computação, Universidade Federal de PernambucoVerified email at cin.ufpe.br

João Fausto Lorenzato de Oliveira

Universidade de Pernambuco

Verified email at upe.br

Inteligência Artificial Aprendizagem de máquina Previsão de séries temporais Otimização


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
An intelligent hybridization of ARIMA with machine learning models for time series forecasting DSOS Júnior, JFL de Oliveira, PSG de Mattos Neto Knowledge-Based Systems 175, 72-86, 2019	155	2019
A hybrid evolutionary decomposition system for time series forecasting JFL De Oliveira, TB Ludermir Neurocomputing 180, 27-34, 2016	85	2016
A hybrid system based on dynamic selection for time series forecasting JFL de Oliveira, EG Silva, PSG de Mattos Neto IEEE Transactions on Neural Networks and Learning Systems 33 (8), 3251-3263, 2021	61	2021
Neural-based ensembles for particulate matter forecasting PSGDM Neto, PRA Firmino, H Siqueira, YDS Tadano, TA Alves, ... IEEE Access 9, 14470-14490, 2021	45	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	40	2021
Plant classification using artificial neural networks LDS Pacifico, V Macario, JFL Oliveira 2018 International Joint Conference on Neural Networks (IJCNN), 1-6, 2018	33	2018
Evolutionary hybrid system for energy consumption forecasting for smart meters DMF Izidio, PSG de Mattos Neto, L Barbosa, JFL de Oliveira, ... Energies 14 (7), 1794, 2021	29	2021
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	28	2020
Selection of temporal lags for predicting riverflow series from hydroelectric plants using variable selection methods H Siqueira, M Macedo, YS Tadano, TA Alves, SL Stevan Jr, DS Oliveira Jr, ... Energies 13 (16), 4236, 2020	26	2020
A hybrid optimized error correction system for time series forecasting JFL de Oliveira, LDS Pacífico, PSG de Mattos Neto, EFS Barreiros, ... Applied soft computing 87, 105970, 2020	26	2020
Solar irradiance forecasting using dynamic ensemble selection DS de O. Santos Jr, PSG de Mattos Neto, JFL de Oliveira, HV Siqueira, ... Applied Sciences 12 (7), 3510, 2022	25	2022
A hybrid nonlinear combination system for monthly wind speed forecasting PSG de Mattos Neto, JFL de Oliveira, DSOS Júnior, HV Siqueira, ... IEEE Access 8, 191365-191377, 2020	23	2020
A distributed PSO-ARIMA-SVR hybrid system for time series forecasting JFL de Oliveira, TB Ludermir 2014 IEEE international conference on systems, man, and cybernetics (SMC …, 2014	21	2014
Meningeal carcinomatosis and uterine carcinoma: three different clinical settings and review of the literature N Asensio, A Luis, I Costa, J Oliveira, F Vaz International Journal of Gynecologic Cancer 19 (1), 2009	20	2009
A hybrid evolutionary system for parameter optimization and lag selection in time series forecasting JFL de Oliveira, TB Ludermir 2014 Brazilian Conference on Intelligent Systems, 73-78, 2014	19	2014
Benchmarking machine learning models to assist in the prognosis of tuberculosis MH Lino Ferreira da Silva Barros, G Oliveira Alves, ... Informatics 8 (2), 27, 2021	16	2021
An automated machine learning approach for real-time fault detection and diagnosis D Leite, A Martins Jr, D Rativa, JFL De Oliveira, AMA Maciel Sensors 22 (16), 6138, 2022	12	2022
Energy consumption forecasting for smart meters using extreme learning machine ensemble PSG de Mattos Neto, JFL de Oliveira, P Bassetto, HV Siqueira, L Barbosa, ... Sensors 21 (23), 8096, 2021	12	2021
A methodology to increase the accuracy of particulate matter predictors based on time decomposition PSG de Mattos Neto, MHN Marinho, H Siqueira, Y de Souza Tadano, ... Sustainability 12 (18), 7310, 2020	9	2020
An evolutionary extreme learning machine based on fuzzy fish swarms JFL de Oliveira, TB Ludermir Proceedings on the international conference on artificial intelligence (ICAI), 1, 2012	8	2012

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