Maicon Herverton Lino Ferreira da Silva Barros

@upe.br

Universidade de Pernambuco, Campus Surubim
Universidade de Pernambuco

Maicon Herverton Lino Ferreira da Silva Barros


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https://researchid.co/maiconherverton
Professor at Universidade de Pernambuco (UPE), Campus Surubim (2025-). Postdoctoral researcher (UnB, 2025–). Postdoctoral researcher (UPE, 2024–2025) and Ph.D. in Computer Engineering from the Graduate Program of the Polytechnic School of Pernambuco, at the University of Pernambuco (PPGEC – POLI – UPE, 2024). Holds a Master’s degree in Applied Informatics (UFRPE, 2013) and a Bachelor’s degree in Information Systems (UFRPE, 2011). Member of the dotLAB Brazil research group in partnership with Dublin City University (DCU). Scientific reviewer for Frontiers (1664-3224), Heliyon (Elsevier, 2405-8440), iScience (Elsevier, 2589-0042), and Latin American Data in Science (LADS, 2763-9290). Associate member of the IEEE Bahia Section (#94484272). Former recipient of scholarships from PFA/UPE Quality Program (2021), FACEPE/UPE Technical Productivity Grant (2022), and (2023). Worked as Systems Analyst and IT Auditor (2009–2017) and served as IT Director (2018–

EDUCATION

Postdoctoral researcher (UPE, 2024–2025) and Ph.D. in Computer Engineering from the Graduate Program of the Polytechnic School of Pernambuco, at the University of Pernambuco (PPGEC – POLI – UPE, 2024). Holds a Master’s degree in Applied Informatics (UFRPE, 2013) and a Bachelor’s degree in Information Systems (UFRPE, 2011).

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Engineering, Artificial Intelligence, Computer Science
133

Scholar Citations

6

Scholar h-index

3

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • On the usage of artificial intelligence for identifying main attributes and predicting neonatal sepsis
    FL de Morais, SPS Canejo, MEF de Mello, RCLD Silva, MHLFS Barros, ...
    Scientific Reports , 2026
    2026
  • Machine Learning Classification of Favorable vs Unfavorable Tuberculosis Treatment Outcomes Using Clinical and Sociodemographic Data from Brazil’s SINAN-TB (2001–2023)
    MH Lino Ferreira da Silva Barros, JMN da Silva, V Vilhena, JRF Melo, ...
    2025
  • On Usage of Artificial Intelligence for Predicting Neonatal Diseases, Conditions and Mortality: A Bibliometric Review
    FLD Morais, RCLD Silva, AB Silva, EP Simão, MEFD Mello, ...
    IEEE Access , 2025
    2025
    Citations: 1
  • Leveraging AI and Data Visualization for Enhanced Policy-Making: Aligning Research Initiatives with Sustainable Development Goals
    MH Lino Ferreira da Silva Barros, L Medeiros Neto, GL Santos, ...
    Sustainability 16 (24), 11050 , 2024
    2024
    Citations: 2
  • UTILIZAÇÃO DE INTELIGÊNCIA ARTIFICIAL PARA A PREDIÇÃO DE MORTALIDADE NEONATAL EM PERNAMBUCO
    FL De Morais, MH Lino Ferreira da Silva Barros, KM Mendes, ...
    II SIMPÓSIO DE NEONATOLOGIA DA UNIVERSIDADE DE PERNAMBUCO , 2024
    2024
  • Evaluating the Usability of an AI-Powered Application for Tuberculosis Mortality Prediction
    MH Lino Ferreira da Silva Barros, DS Sacramento, V de Souza Sampaio, ...
    Iberian Conference on Information Systems and Technologies, 233-243 , 2024
    2024
  • Classification of UN’s Sustainable Development Goals Using Bidirectional Encoder Representations from Transformers Model
    L Medeiros Neto, MHLFS Barros, RCL da Silva, RC da Silva Leal, ...
    Iberian Conference on Information Systems and Technologies, 257-270 , 2024
    2024
  • Health Guardian-A inteligência artificial a serviço do tratamento das doenças tropicais negligenciadas
    HGV de Andrade, MHLF da Silva, MEF de Mello, PT Endo
    Simpósio Brasileiro de Sistemas Colaborativos (SBSC), 151-156 , 2024
    2024
  • 19th Iberian Conference on Information Systems and
    Á Rocha, F Peñalvo, R Gonçalves
    2024
  • Leveraging AI and Data Visualization for Enhanced Policy-Making: Aligning Research Initiatives with Sustainable Development Goals. Sustainability 2024, 16, 11050
    MH Lino Ferreira da Silva Barros, L Medeiros Neto, GL Santos, RCS Leal, ...
    2024
  • Ciência de dados para todos: um programa de extensão para difusão de tecnologias de inteligência artificial
    PT Endo, S Rogério, KH de Carvalho Monteiro, É da Silva Rocha, ...
    Jornada Científica e de Extensão (JCE 2023) 8 (1) , 2023
    2023
  • Ciência Transformadora para um Futuro Sustentável: Classificação Automática de Projetos de Pesquisa da Universidade de Pernambuco, Campus Caruaru, com base nos Objetivos de …
    PT Endo, AB Silva, G Ferreira Masson, KH de Carvalho Monteiro, ...
    Jornada de Ensino Pesquisa e Extensão da UPE 2023. , 2023
    2023
  • A Brazilian classified data set for supporting the differential diagnosis of Severe Acute Respiratory Syndrome (SARS) by COVID-19 and Influenza
    I de Almeida Barros Santos, M Lino Ferreira da Silva Barros, ...
    2023 18th Iberian Conference on Information Systems and Technologies (CISTI) , 2023
    2023
  • Evaluating a deep learning model in integrated health databases to aid in the prognosis of tuberculosis
    MT da Silva Leite, MHLF da Silva Barros, E da Silva Rocha, ...
    2023 18th Iberian Conference on Information Systems and Technologies (CISTI) , 2023
    2023
  • Machine-learning model for classification of the prognosis of tuberculosis using real data from Brazil
    M Lino Ferreira da Silva Barros, V Sampaio, PT Endo
    2023 18th Iberian Conference on Information Systems and Technologies (CISTI) , 2023
    2023
    Citations: 4
  • Machine-learning model for classification of the prognosis of tuberculosis using real data from brazil
    MHLF Da Silva Barros, V De Souza Sampaio, PT Endo
    2023 18th Iberian Conference on Information Systems and Technologies (CISTI), 26 , 2023
    2023
    Citations: 2
  • How Artificial Intelligence Can Help the Prediction of Treatment Outcomes of Tuberculosis: A Systematic Literature Review
    MH Lino Ferreira Da Silva Barros, SR Da Silva Neto, ...
    56th Hawaii International Conference on System Sciences, 1386-1396 , 2023
    2023
  • Um conjunto de dados brasileiro classificado para apoio ao diagnóstico diferencial da SRAG por COVID-19 e influenza
    I de Almeida Barros Santos, M Lino Ferreira da Silva Barros, ...
    https://data.mendeley.com/datasets/cs95vym6hn/2 , 2023
    2023
  • How Artificial Intelligence Can Help the Prediction of Treatment Outcomes of Tuberculosis: A Systematic Literature Review.
    MHLF da Silva, SR da Silva Neto, MGA Rodrigues, V de Souza Sampaio, ...
    HICSS, 1386-1395 , 2023
    2023
    Citations: 1
  • A Brazilian classified data set for prognosis of tuberculosis, between January 2001 and April 2020
    MH Lino Ferreira da Silva Barros, GL Santos, MG de Almeida Rodrigues, ...
    Scientific Data 9 (1), 771 , 2022
    2022
    Citations: 3

MOST CITED SCHOLAR PUBLICATIONS

  • Benchmarking of Machine Learning Models to Assist the Prognosis of Tuberculosis
    MH Lino Ferreira da Silva Barros, GO Alves, LMF Souza, ...
    Preprints , 2021
    2021
    Citations: 34
  • Proposta de um Ambiente Interativo para Aprendizagem em LIBRAS Gestual e Escrita
    RL Secco, MHLF Silva
    Simpósio Brasileiro de Informática na Educação, 10 , 2009
    2009
    Citations: 18
  • Risk reliability analysis, resulting from explosions in petrochemical industries: a case study using Aloha software
    AJ da Silva Rodrigues, MHLF da Silva, DO de Farias, MM Teixeira, ...
    2017 12th Iberian conference on information systems and technologies (CISTI … , 2017
    2017
    Citations: 11
  • Tax audit in the information age
    MHLF da Silva, AJ da Silva Rodrigues, MAD Bezerra, GM dos Santos, ...
    2018 13th Iberian Conference on Information Systems and Technologies (CISTI … , 2018
    2018
    Citations: 8
  • Virtual Reality: Manipulating Multimedia Learning Objects
    M Heverton, CD de Aquino, MM Teixeira, L Miranda, WC DE FREITAS, ...
    2016
    Citations: 7
  • DESENVOLVIMENTO DE OBJETOS DE APRENDIZAGEM MULTIMÍDIA COM AUXÍLIO DO SCRUM: UMA EXPERIÊNCIA NO CONTEXTO DA ORTOPEDIA E DAS PLATAFORMAS DE STEWART
    MHLF Silva
    Universidade Federal Rural de Pernambuco , 2013
    2013
    Citations: 6
  • Planilha Eletrônica. 2013
    MHLF SILVA
    Acesso em 10 , 2021
    2021
    Citations: 5
  • Machine-learning model for classification of the prognosis of tuberculosis using real data from Brazil
    M Lino Ferreira da Silva Barros, V Sampaio, PT Endo
    2023 18th Iberian Conference on Information Systems and Technologies (CISTI) , 2023
    2023
    Citations: 4
  • Covid-19 rumor: a classified dataset of covid-19 related online rumors in Brazilian Portuguese
    PT Endo, GR Nascimento Campos, ME de Lima Xavier, ...
    Mendeley Data 3 , 2021
    2021
    Citations: 4
  • A Brazilian classified data set for prognosis of tuberculosis, between January 2001 and April 2020
    MH Lino Ferreira da Silva Barros, GL Santos, MG de Almeida Rodrigues, ...
    Scientific Data 9 (1), 771 , 2022
    2022
    Citations: 3
  • Discriminação rouba de transexuais o direito a educação
    J Braz, M Silva, A Gomes
    Revista Inclusiones, 37-42 , 2018
    2018
    Citations: 3
  • O fator humano como pilar da Segurança da Informação: uma proposta alternativa.
    MHLF da Silva, VASF Costa, UAST Pernambuco
    IX Jornada de Ensino Pesquisa e Extensão (JEPEX), 3 , 2009
    2009
    Citations: 3
  • Leveraging AI and Data Visualization for Enhanced Policy-Making: Aligning Research Initiatives with Sustainable Development Goals
    MH Lino Ferreira da Silva Barros, L Medeiros Neto, GL Santos, ...
    Sustainability 16 (24), 11050 , 2024
    2024
    Citations: 2
  • Machine-learning model for classification of the prognosis of tuberculosis using real data from brazil
    MHLF Da Silva Barros, V De Souza Sampaio, PT Endo
    2023 18th Iberian Conference on Information Systems and Technologies (CISTI), 26 , 2023
    2023
    Citations: 2
  • Application and analysis of record linkage techniques to integrate Brazilian health databases
    MH Lino Ferreira da Silva Barros, MT da Silva Leite, V Sampaio, T Lynn, ...
    2020 International Conference on Cyber Situational Awareness, Data Analytics … , 2020
    2020
    Citations: 2
  • A Systematic Literature Review for Multimedia Learning Objects Applied to Stewart Platforms Using Software Engineering Methods
    MHLF da Silva, AJ da Silva Rodrigues, E César
    International Journal for Innovation Education and Research 7 (1), 1–15 , 2019
    2019
    Citations: 2
  • Ansiedade matemática: identificação e práticas pedagógicas
    E Silva, M Silva, A Gomes
    Revista Inclusiones, 26-36 , 2018
    2018
    Citations: 2
  • Laboratórios virtuais: Um estudo comparativo entre plataformas de aprendizagem para o ensino da química
    CD De Aquino, MM Teixeira, MHLF da Silva, AS dos Santos, ...
    Revista de Estudios e Investigación en Psicología y Educación, 273-278 , 2017
    2017
    Citations: 2
  • Special Education
    MHLF da Silva, AJ da Silva Rodrigues, CD Aquino, MM Teixeira
    International Journal for Innovation Education and Research 5 (8), 75-94 , 2017
    2017
    Citations: 2
  • On Usage of Artificial Intelligence for Predicting Neonatal Diseases, Conditions and Mortality: A Bibliometric Review
    FLD Morais, RCLD Silva, AB Silva, EP Simão, MEFD Mello, ...
    IEEE Access , 2025
    2025
    Citations: 1