Pós-Doutor em Administração pelo Programa de Pós-Graduação em Administração da Universidade Federal de Goiás (PPGADM/UFG). Doutor em Ciências Agrárias pelo Instituto Federal Goiano. Mestre em Direção e Administração de Empresas - Universidad de la Empresa - Uruguay. Especialista em Gestão de Micro e Pequenas Empresas pela Universidade Federal de Lavras e Bacharel em Administração pela Faculdade de Ciências Administrativas de Curvelo. Especialista em Formação Pedagógica pelo Instituto Federal Goiano e formação em Psicanálise Clínica pelo ISPB. MBA em Business Intelligence pela UNIMAIS e graduando em Análise e Desenvolvimento de Sistemas. Foi delegado do CRA/GO, eleito por 2 mandatos para a função de Conselheiro Estadual no Conselho Regional de Administração de Goiás (CRA/GO) ocupando os cargos de Vice-presidente da Comissão de Tomada de Contas, Ouvidor Institucional, Presidente da Comissão de Formação Profissional por 3 mandatos, Diretor de Registro/Fiscalização e 2 vezes VicePresidente
RESEARCH, TEACHING, or OTHER INTERESTS
Accounting, Information Systems, General Agricultural and Biological Sciences
3
Scopus Publications
101
Scholar Citations
5
Scholar h-index
2
Scholar i10-index
Scopus Publications
Organic Acids in Aquaculture: A Bibliometric Analysis Gidelia Araujo Ferreira de Melo, Adriano Carvalho Costa, Matheus Barp Pierozan, Alene Santos Souza, Lessandro do Carmo Lima, et al. Foods, 2025 Fish production faces various challenges throughout its cycle, from rearing to consumption. Organic acids have emerged as an effective fish feed and meat treatment solution. They promote health and well-being, control pathogens, improve digestion, and contribute to food preservation. This study was therefore carried out to evaluate the evolution of publications on the use of organic acids in aquaculture over time, identifying the leading journals, authors, countries, and relevant organizations associated with the publications and determining the keywords most used in publications and research trends on this type of accommodation using bibliometric analysis. For this analysis, the Web of Science (WoS) and Scopus databases were used, with the keywords and Boolean operators “organic acid*” AND (“pathogens” OR “microorganism*” OR “bacteria” OR “fungi”) AND (“fish” OR “fry” OR “pisciculture”). Ninety-six articles were found in 44 journals, with the participation of 426 authors and 188 institutions, from 1995 to 2024. The most crucial publication source with the highest impact factor was the journal Aquaculture, with 14 articles, 2 of which were written by the most relevant author, Koh C., who received the highest number of citations and had the highest impact factor among the 426 authors. China had the most scientific production, with 26 publications on organic acids in aquaculture. However, Malaysia was the country that published the most cited documents, a total of 386. The most relevant affiliation was the University of Sains Malaysia, which participated in the publication of eight articles. The 10 most frequent keywords were fish, organic acids, citric acid, article, bacteria, growth, microorganisms, Oncorhynchus mykiss, animals, and digestibility. The results indicate increased publications on the benefits of using organic acids in aquaculture, highlighting their effectiveness as antibacterial agents and promoters of zootechnical development. However, gaps still require more in-depth research into the ideal dosages, mechanisms of action, and long-term impacts of these compounds.
Convolutional Neural Networks in the Inspection of Serrasalmids (Characiformes) Fingerlings Marília Parreira Fernandes, Adriano Carvalho Costa, Heyde Francielle do Carmo França, Alene Santos Souza, Pedro Henrique de Oliveira Viadanna, et al. Animals, 2024 Aquaculture produces more than 122 million tons of fish globally. Among the several economically important species are the Serrasalmidae, which are valued for their nutritional and sensory characteristics. To meet the growing demand, there is a need for automation and accuracy of processes, at a lower cost. Convolutional neural networks (CNNs) are a viable alternative for automation, reducing human intervention, work time, errors, and production costs. Therefore, the objective of this work is to evaluate the efficacy of convolutional neural networks (CNNs) in counting round fish fingerlings (Serrasalmidae) at different densities using 390 color photographs in an illuminated environment. The photographs were submitted to two convolutional neural networks for object detection: one model was adapted from a pre-trained CNN and the other was an online platform based on AutoML. The metrics used for performance evaluation were precision (P), recall (R), accuracy (A), and F1-Score. In conclusion, convolutional neural networks (CNNs) are effective tools for detecting and counting fish. The pre-trained CNN demonstrated outstanding performance in identifying fish fingerlings, achieving accuracy, precision, and recall rates of 99% or higher, regardless of fish density. On the other hand, the AutoML exhibited reduced accuracy and recall rates as the number of fish increased.
Process Management in the Public Sector: techniques, tools, gaps and research agenda Risti Revista Iberica De Sistemas E Tecnologias De Informacao, 2021
RECENT SCHOLAR PUBLICATIONS
DESENVOLVIMENTO DE SOLUÇÃO WEB PARA AUTOMATIZAÇÃO DE PROCESSOS NO NÚCLEO DE APLICAÇÃO DE PROJETOS DO INSTITUTO FEDERAL DE BRASÍLIA-CAMPUS GAMA JE Cruz, MM Caiafa, JM Nacife REMUNOM 13 (08), 1-29 , 2026 2026
Region: A Contribution to Regional Development AF da Silva, CA Cunha, K de Araújo Barbosa, JCB Silva, GA de Oliveira, ... Food Systems under Pressure-Local Practices, Risk Resilience, and … , 2025 2025
Organic Acids in Aquaculture: A Bibliometric Analysis G Araujo Ferreira de Melo, A Carvalho Costa, M Barp Pierozan, ... Foods 14 (14), 2512 , 2025 2025 Citations: 6
Analysis of the Beef Cattle Chain in the Brazilian Central-West Region: A Contribution to Regional Development AF da Silva, CA Cunha, JE Cruz, AC de Castro, DF da Silva Cavalcante, ... Food Systems under Pressure-Local Practices, Risk Resilience, and Sustainability , 2025 2025
Análise do potencial da produção e comercialização da melancia no estado de Goiás 2019 a 2023 NGL Ribeiro, JM Nacife, K de Araújo Barbosa, TM de Freitas, GG Pereira ARACÊ 6 (3), 4464-4479 , 2024 2024 Citations: 2
Big Data Analytics como suporte à tomada de decisão em organizações privadas: um estudo bibliométrico AE dos Santos Ataides, JM Nacife Revista de Gestão e Secretariado 15 (7), e4031-e4031 , 2024 2024
Big Data Analytics as support for decision-making in private organizations: a bibliometric study/Big Data Analytics como suporte a tomada de decisao em organizacoes privadas … AE dos Santos Ataides, JM Nacife Revista de Gestao e Secretariado 15 (7), NA-NA , 2024 2024
Convolutional neural networks in the inspection of Serrasalmids (Characiformes) fingerlings MP Fernandes, AC Costa, HFC França, AS Souza, PHO Viadanna, ... Animals 14 (4), 606 , 2024 2024 Citations: 5
DESAFIOS E CRESCIMENTO NA AGROINDÚSTRIA: AUMENTO DA RECEPÇÃO DE SOJA PELO GRUPO CEREAL, COMPARATIVO SAFRAS 2021/2022 E 2022/2023 NA DIAS, JM NACIFE, K BARBOSA, T FREITAS CONTRIBUCIONES A LAS CIENCIAS SOCIALES 17 (13), e13959 , 2024 2024
Innovations in courts: Validation of a scale of technological innovation K de Araújo Barbosa, M de Moraes Sousa, JM Nacife, SS Novak Revista de Gestão e Secretariado 13 (4), 2314-2336 , 2022 2022 Citations: 6
Business Process Management no contexto da administração pública internacional: Uma análise infométrica JM Nacife, K de Araújo Barbosa, SL de Melo, L Queiros, MR Oliveira, ... Research, Society and Development 11 (17), e172111738154-e172111738154 , 2022 2022 Citations: 1
Development of a web application for the optimization of administrative processes: application of the lean methodology for priority classification JM Nacife, JE Cruz, K de Araújo Barbosa, FF da Silva, FMCB Cardoso, ... Independent Journal of Management & Production 13 (5), 1300-1322 , 2022 2022 Citations: 7
MAPA do Brasil: entre trilhas históricas, memórias e normativas GA Oliveira, O Resende, SS Bertolli, MF Tamer, BM Almeida, AM Pedro, ... Instituto Federal Goiano , 2022 2022
Aplicação web para avaliação de oportunidade de automação de processos administrativos LKP Cury, JM Nacife, LR da Silva Souza, NL da Costa HUMANIDADES E TECNOLOGIA (FINOM) 34 (1), 01-16 , 2022 2022 Citations: 2
Meritocratic Organizational Behavior Profile Informetry: Mapping the Evolution of the Scientific Context Between 2010 and 2020 J Nacife, E Najberg, K Barbosa, L de Oliveira, I Costa International Journal of Business Administration 13 (3), 59-75 , 2022 2022 Citations: 5
Opinion on the verification of the result of the bidding process applied to the agreements center of the Ministry of Agriculture, Livestock and Supply (MAPA). DS Souza, MR Oliveira, LQ Faria, JM Nacife, JE Cruz, ... 2022
Performance monitoring applied to the agreements center of the Ministry of Agriculture, Livestock and Supply. KA Barbosa, MR Oliveira, LQ Faria, JM Nacife, JE Cruz, ... 2022
Performance indicators for the accountability process of the Ministry of Agriculture, Livestock and Food Supply (MAPA) Agreements Center. M Fonseca-Medrano, M Oliveira, FF da Silva, L Queiros, JE Cruz, ... 2022
Process management of the Agreements Center of the Ministry of Agriculture, Livestock and Supply (MAPA). FM Cardoso, MR Oliveira, LQ Faria, JM Nacife, MM Sousa, FF Da Silva 2022
Fatores estratégicos na gestão de pessoas em instituição de ensino no Brasil JM Nacife, FAL Soares OPEN SCIENCE RESEARCH I 1, 2016-2031 , 2022 2022
MOST CITED SCHOLAR PUBLICATIONS
The use of socioeconomic indicators to assess the impacts of sugarcane production in Brazil PG Machado, MCA Picoli, LJ Torres, JG Oliveira, A Walter Renewable and Sustainable Energy Reviews 52, 1519-1526 , 2015 2015 Citations: 34
A pesquisa de clima organizacional na prática: o passo a passo para sua elaboração, aplicação e análise JM Nacife Simplissimo Livros Ltda , 2018 2018 Citations: 11
Development of a web application for the optimization of administrative processes: application of the lean methodology for priority classification JM Nacife, JE Cruz, K de Araújo Barbosa, FF da Silva, FMCB Cardoso, ... Independent Journal of Management & Production 13 (5), 1300-1322 , 2022 2022 Citations: 7
Organic Acids in Aquaculture: A Bibliometric Analysis G Araujo Ferreira de Melo, A Carvalho Costa, M Barp Pierozan, ... Foods 14 (14), 2512 , 2025 2025 Citations: 6
Innovations in courts: Validation of a scale of technological innovation K de Araújo Barbosa, M de Moraes Sousa, JM Nacife, SS Novak Revista de Gestão e Secretariado 13 (4), 2314-2336 , 2022 2022 Citations: 6
Convolutional neural networks in the inspection of Serrasalmids (Characiformes) fingerlings MP Fernandes, AC Costa, HFC França, AS Souza, PHO Viadanna, ... Animals 14 (4), 606 , 2024 2024 Citations: 5
Meritocratic Organizational Behavior Profile Informetry: Mapping the Evolution of the Scientific Context Between 2010 and 2020 J Nacife, E Najberg, K Barbosa, L de Oliveira, I Costa International Journal of Business Administration 13 (3), 59-75 , 2022 2022 Citations: 5
Structural equation modeling applied to socioeconomic indicators in the production of sugarcane in the State of Goiás JM Nacife, FAL Soares, MB Teixeira, LNS Santos, G Castoldi International Journal of Business Administration 10 (5), 53 , 2019 2019 Citations: 5
Socioeconomic characteristics and the impacts of land use changes to sugar cane in quirinópolis, Brazil JM Nacife, FAL Soares, G Castoldi Journal of Agricultural Science 11 (10), 180-193 , 2019 2019 Citations: 4
O constructo comportamento organizacional meritocrático como estratégia de gestão de pessoas JM Nacife, MB Teixeira, E Najberg Research, Society and Development 9 (10), e9659109344-e9659109344 , 2020 2020 Citations: 3
The Meritocratic Organizational Behavior for Management in Educational Organizations JM Nacife European Journal of Scientific Research 152 (1), 93-107 , 2019 2019 Citations: 3
Cluster analysis referring to rural enterprises of sugarcane Local Productive Arrangement (LPA) in Quirinópolis, Brazil JM Nacife, FAL Soares, G Castoldi International Journal of Business Administration 10 (5), 1-9 , 2019 2019 Citations: 3
Análise do potencial da produção e comercialização da melancia no estado de Goiás 2019 a 2023 NGL Ribeiro, JM Nacife, K de Araújo Barbosa, TM de Freitas, GG Pereira ARACÊ 6 (3), 4464-4479 , 2024 2024 Citations: 2
Aplicação web para avaliação de oportunidade de automação de processos administrativos LKP Cury, JM Nacife, LR da Silva Souza, NL da Costa HUMANIDADES E TECNOLOGIA (FINOM) 34 (1), 01-16 , 2022 2022 Citations: 2
Gestão de Processos no Setor Público: técnicas, ferramentas, lacunas e agenda de pesquisa M de Moraes Sousa, FMCB Cardoso, LQ Faria, JM Nacife, ... Revista Ibérica de Sistemas e Tecnologias de Informação, 35-56 , 2021 2021 Citations: 2
Business Process Management no contexto da administração pública internacional: Uma análise infométrica JM Nacife, K de Araújo Barbosa, SL de Melo, L Queiros, MR Oliveira, ... Research, Society and Development 11 (17), e172111738154-e172111738154 , 2022 2022 Citations: 1
Web application for opportunity evaluation of administrative process automation JM Nacife, K de Araújo Barbosa, LR da Silva Souza International Journal of Advances in Engineering & Technology 14 (5), 63-70 , 2021 2021 Citations: 1
Path Analysis and Correlation of Influential Socioeconomic Factors in the Production of Sugarcane JM Nacife, FAL Soares, G Castoldi Journal of Agricultural Studies 7 (4), 38-47 , 2019 2019 Citations: 1
DESENVOLVIMENTO DE SOLUÇÃO WEB PARA AUTOMATIZAÇÃO DE PROCESSOS NO NÚCLEO DE APLICAÇÃO DE PROJETOS DO INSTITUTO FEDERAL DE BRASÍLIA-CAMPUS GAMA JE Cruz, MM Caiafa, JM Nacife REMUNOM 13 (08), 1-29 , 2026 2026
Region: A Contribution to Regional Development AF da Silva, CA Cunha, K de Araújo Barbosa, JCB Silva, GA de Oliveira, ... Food Systems under Pressure-Local Practices, Risk Resilience, and … , 2025 2025