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Scopus Author ID: 54894325000
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Universidade de Pernambuco: Recife, PERNAMBUCO, BR

2014-07-09 to present | Adjunct Professor / Ph.D (Control and Automation Engineering)
Employment
Source: Self-asserted source
João Oliveira

Works (35)

A local learning approach for sequential hybrid systems in time series forecasting

Neurocomputing
2025-03 | Journal article
DOI: 10.1016/j.neucom.2024.129235
Contributors: Marie Chantelle Cruz Medina; João Fausto L. de Oliveira
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A Framework for Market State Prediction with Ontological Asset Selection: A Multimodal Approach

Applied Sciences
2025-01-21 | Journal article
DOI: 10.3390/app15031034
Contributors: Igor Felipe Carboni Battazza; Cleyton Mário de Oliveira Rodrigues; João Fausto L. de Oliveira
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A hybrid multi-objective approach for time series forecasting considering peak instants

Energy Reports
2024-06 | Journal article
DOI: 10.1016/j.egyr.2024.04.014
Contributors: Emilly Pereira Alves; Felipe Alberto Barbosa Simão Ferreira; Francisco Madeiro; Paulo Salgado Gomes de Mattos Neto; João Fausto Lorenzato de Oliveira
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An Evolutionary Approach to Forecasting Models Hybridization

2024-02-02 | Conference paper
DOI: 10.1145/3651671.3651675
Contributors: Camila Ascendina; Paulo S. G. De Mattos Neto; Joao Fausto L. De Oliveira; Pericles B. C. De Miranda
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A Hybrid Swarm-Based System for Commodity Price Forecasting During the Covid-19 Pandemic

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3293738
Contributors: André L. S. Xavier; Bruno J. T. Fernandes; João F. L. De Oliveira
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Análise de Consumo de Energia Elétrica de Equipamentos em Oficina de Pintura Automotiva

Revista de Engenharia e Pesquisa Aplicada
2023-12-28 | Journal article
DOI: 10.25286/repa.v9i1.2780
Contributors: Rafael Barbosa de Oliveira; Paulo Henrique Couto de Lima Souza; Thiago Cavalcanti Silva; Victor Ernesto Santos Kirschner; Fausto Lorenzato; Alexandre M.A. Maciel
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A hybrid system based on ensemble learning to model residuals for time series forecasting

Information Sciences
2023-11 | Journal article
DOI: 10.1016/j.ins.2023.119614
Contributors: Domingos S. de O. Santos Júnior; Paulo S.G. de Mattos Neto; João F.L. de Oliveira; George D.C. Cavalcanti
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Forecasting Methods for Photovoltaic Energy in the Scenario of Battery Energy Storage Systems: A Comprehensive Review

Energies
2023-09-15 | Journal article
DOI: 10.3390/en16186638
Contributors: João Fausto L. de Oliveira; Paulo S. G. de Mattos Neto; Hugo Valadares Siqueira; Domingos S. de O. Santos, Jr.; Aranildo R. Lima; Francisco Madeiro; Douglas A. P. Dantas; Mariana de Morais Cavalcanti; Alex C. Pereira; Manoel H. N. Marinho
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A Hybrid System for Financial Counselling in Fintech Lending Application

Revista de Engenharia e Pesquisa Aplicada
2023-01-06 | Journal article
DOI: 10.25286/repa.v7i3.2462
Contributors: David Josué Barrientos Rojas; Marie Chantelle Cruz; João Fausto Lorenzato de Oliveira
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A Hybrid System with Nonlinear Combination for Wind Speed Forecasting

2022 | Book chapter
DOI: 10.1007/978-3-031-21689-3_23
Contributors: Leonardo de Leon Dias; Emerson Alexandre de Oliveira Lima; João Fausto Lorenzato de Oliveira
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A Nonlinear Optimized Hybrid System For Energy Consumption Forecasting From Smart Meters

Learning and Nonlinear Models
2022-10-13 | Journal article
DOI: 10.21528/lnlm-vol20-no1-art2
Contributors: Emilly Pereira Alves; João Fausto Lorenzato Oliveira; Francisco Madeiro Bernardino Junior; Manoel Henrique da Nóbrega Marinho
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A Hybrid System Based on Dynamic Selection for Time Series Forecasting

IEEE Transactions on Neural Networks and Learning Systems
2022-08 | Journal article
DOI: 10.1109/TNNLS.2021.3051384
Contributors: João F. L. de Oliveira; Eraylson G. Silva; Paulo S. G. de Mattos Neto
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An Automated Machine Learning Approach for Real-Time Fault Detection and Diagnosis

Sensors
2022-08-17 | Journal article
DOI: 10.3390/s22166138
Contributors: Denis Leite; Aldonso Martins, Jr.; Diego Rativa; Joao F. L. De Oliveira; Alexandre M. A. Maciel
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Solar Irradiance Forecasting Using Dynamic Ensemble Selection

Applied Sciences
2022-03-30 | Journal article
DOI: 10.3390/app12073510
Contributors: Domingos S. de O. Santos, Jr.; Paulo S. G. de Mattos Neto; João F. L. de Oliveira; Hugo Valadares Siqueira; Tathiana Mikamura Barchi; Aranildo R. Lima; Francisco Madeiro; Douglas A. P. Dantas; Attilio Converti; Alex C. Pereira et al.
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Energy Consumption Forecasting for Smart Meters Using Extreme Learning Machine Ensemble

Sensors
2021-12-03 | Journal article
DOI: 10.3390/s21238096
Contributors: Paulo S. G. de Mattos Neto; João F. L. de Oliveira; Priscilla Bassetto; Hugo Valadares Siqueira; Luciano Barbosa; Emilly Pereira Alves; Manoel H. N. Marinho; Guilherme Ferretti Rissi; Fu Li
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Benchmarking Machine Learning Models to Assist in the Prognosis of Tuberculosis

Informatics
2021-04-15 | Journal article
DOI: 10.3390/informatics8020027
Contributors: Maicon Herverton Lino Ferreira da Silva Barros; Geovanne Oliveira Alves; Lubnnia Morais Florêncio Souza; Elisson da Silva Rocha; João Fausto Lorenzato de Oliveira; Theo Lynn; Vanderson Sampaio; Patricia Takako Endo
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Benchmarking of Machine Learning Models to Assist the Prognosis of Tuberculosis

2021-04-12 | Other
DOI: 10.20944/preprints202103.0284.v2
Contributors: Maicon Herverton Lino Ferreira da Silva Barros; Geovanne Oliveira Alves; Lubnnia Morais Florêncio Souza; Élisson da Silva Rocha; João Fausto Lorenzato de Oliveira; Theo Lynn; Vanderson Sampaio; Patricia Takako Endo
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Evolutionary Hybrid System for Energy Consumption Forecasting for Smart Meters

Energies
2021-03-24 | Journal article
DOI: 10.3390/en14071794
Contributors: Diogo M. F. Izidio; Paulo S. G. de Mattos Neto; Luciano Barbosa; João F. L. de Oliveira; Manoel Henrique da Nóbrega Marinho; Guilherme Ferretti Rissi
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Benchmarking of Machine Learning Models to Assist the Prognosis of Tuberculosis

2021-03-10 | Other
DOI: 10.20944/preprints202103.0284.v1
Contributors: Maicon Herverton Lino Ferreira da Silva Barros; Geovanne Oliveira Alves; Lubnnia Morais Florêncio Souza; Élisson da Silva Rocha; João Fausto Lorenzato de Oliveira; Theo Lynn; Vanderson Sampaio; Patricia Takako Endo
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Metaheuristic based MLP-SARIMAX HybridizationOne Hour Ahead Solar Radiation Forecasting

2021-01-01 | Conference paper
DOI: 10.21528/CBIC2021-9
Contributors: Hugo Abreu Mendes; João Fausto Lorenzato Oliveira; Paulo Salgado Gomes Mattos Neto; Alex Coutinho Pereira; Eduardo Boudoux Jatoba; José Bione Melo Filho; Elisabete Joana Paes Barreto; Manoel Henrique da Nóbrega Marinho
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A Hybrid Nonlinear Combination System for Monthly Wind Speed Forecasting

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.3032070
Contributors: Paulo S. G. de Mattos Neto; Joao Fausto Lorenzato de Oliveira; Domingos Savio de Oliveira Santos Junior; Hugo Valadares Siqueira; Manoel Henrique Da Nobrega Marinho; Francisco Madeiro
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A hybrid optimized error correction system for time series forecasting

Applied Soft Computing Journal
2020 | Journal article
DOI: 10.1016/j.asoc.2019.105970
EID:

2-s2.0-85076847826

Part of ISBN:

15684946
Contributors: de Oliveira, J.F.L.; Pacífico, L.D.S.; de Mattos Neto, P.S.G.; Barreiros, E.F.S.; Rodrigues, C.M.D.O.; Filho, A.T.D.A.
Source: Self-asserted source
João Oliveira via Scopus - Elsevier

Neural-Based Ensembles and Unorganized Machines to Predict Streamflow Series from Hydroelectric Plants

Energies
2020-09-12 | Journal article
DOI: 10.3390/en13184769
Contributors: Jônatas Belotti; Hugo Siqueira; Lilian Araujo; Sérgio L. Stevan, Jr.; Paulo S.G. de Mattos Neto; Manoel H. N. Marinho; João Fausto L. de Oliveira; Fábio Usberti; Marcos de Almeida Leone Filho; Attilio Converti et al.
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A Methodology to Increase the Accuracy of Particulate Matter Predictors Based on Time Decomposition

Sustainability
2020-09-07 | Journal article
DOI: 10.3390/su12187310
Contributors: Paulo S. G. de Mattos Neto; Manoel H. N. Marinho; Hugo Siqueira; Yara de Souza Tadano; Vivian Machado; Thiago Antonini Alves; João Fausto L. de Oliveira; Francisco Madeiro
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Selection of Temporal Lags for Predicting Riverflow Series from Hydroelectric Plants Using Variable Selection Methods

Energies
2020-08-16 | Journal article
DOI: 10.3390/en13164236
Contributors: Hugo Siqueira; Mariana Macedo; Yara de Souza Tadano; Thiago Antonini Alves; Sergio L. Stevan, Jr.; Domingos S. Oliveira, Jr.; Manoel H.N. Marinho; Paulo S.G. de Mattos Neto;  João F. L. de Oliveira; Ivette Luna et al.
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An intelligent hybridization of ARIMA with machine learning models for time series forecasting

Knowledge-Based Systems
2019 | Journal article
DOI: 10.1016/j.knosys.2019.03.011
EID:

2-s2.0-85063374064

Part of ISBN:

09507051
Contributors: de O. Santos Júnior, D.S.; de Oliveira, J.F.L.; de Mattos Neto, P.S.G.
Source: Self-asserted source
João Oliveira via Scopus - Elsevier

Hyper-Heuristics Using Genetic Programming to Time Series Forecasting

2018 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2018
2019 | Conference paper
DOI: 10.1109/LA-CCI.2018.8625240
EID:

2-s2.0-85062485822
Contributors: Macedo, M.; Dos Santos, C.H.M.; Van Leijden, E.M.L.; De Oliveira, J.F.L.; De Lima Neto, F.B.; Siqueira, H.
Source: Self-asserted source
João Oliveira via Scopus - Elsevier

A hybrid semi-linear system for time series forecasting

Proceedings - 2017 Brazilian Conference on Intelligent Systems, BRACIS 2017
2017 | Conference paper
DOI: 10.1109/BRACIS.2017.23
EID:

2-s2.0-85049508565
Contributors: De Oliveira, J.F.L.; Barreiros, E.F.S.; Rodrigues, C.M.D.O.; Filho, A.T.D.A.
Source: Self-asserted source
João Oliveira via Scopus - Elsevier

A hybrid evolutionary decomposition system for time series forecasting

Neurocomputing
2016 | Journal article
DOI: 10.1016/j.neucom.2015.07.113
EID:

2-s2.0-84958061492

Part of ISBN:

18728286 09252312
Contributors: de Oliveira, J.F.L.; Ludermir, T.B.
Source: Self-asserted source
João Oliveira via Scopus - Elsevier

A distributed PSO-ARIMA-SVR hybrid system for time series forecasting

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
2014 | Conference paper
DOI: 10.1109/SMC.2014.6974534
EID:

2-s2.0-84938149951

Part of ISBN:

1062922X
Contributors: De Oliveira, J.F.L.; Ludermir, T.B.
Source: Self-asserted source
João Oliveira via Scopus - Elsevier

A hybrid evolutionary system for parameter optimization and lag selection in time series forecasting

Proceedings - 2014 Brazilian Conference on Intelligent Systems, BRACIS 2014
2014 | Conference paper
DOI: 10.1109/BRACIS.2014.24
EID:

2-s2.0-84922543797
Contributors: De Oliveira, J.F.L.; Ludermir, T.B.
Source: Self-asserted source
João Oliveira via Scopus - Elsevier

A modified artificial fish swarm algorithm for the optimization of extreme learning machines

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | Book
DOI: 10.1007/978-3-642-33266-1_9
EID:

2-s2.0-84867670702

Part of ISBN:

03029743 16113349
Contributors: De Oliveira, J.F.L.; Ludermir, T.B.
Source: Self-asserted source
João Oliveira via Scopus - Elsevier

An evolutionary extreme learning machine based on fuzzy fish swarms

Proceedings of the 2012 International Conference on Artificial Intelligence, ICAI 2012
2012 | Conference paper
EID:

2-s2.0-84875164636
Contributors: De Oliveira, J.F.L.; Ludermir, T.B.
Source: Self-asserted source
João Oliveira via Scopus - Elsevier

Fuzzy artificial fish ensemble extreme learning machine

Proceedings of the 2012 International Conference on Artificial Intelligence, ICAI 2012
2012 | Conference paper
EID:

2-s2.0-84875154081
Contributors: De Oliveira, J.F.L.; Ludermir, T.B.
Source: Self-asserted source
João Oliveira via Scopus - Elsevier

Homogeneous ensemble selection through hierarchical clustering with a modified artificial fish swarm algorithm

Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI
2011 | Conference paper
DOI: 10.1109/ICTAI.2011.34
EID:

2-s2.0-84855780113

Part of ISBN:

10823409
Contributors: De Oliveira, J.F.L.; Ludermir, T.B.
Source: Self-asserted source
João Oliveira via Scopus - Elsevier

Peer review (2 reviews for 2 publications/grants)

Review activity for Neural Processing Letters. (1)
Review activity for Neurocomputing. (1)
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