Methanias Colaço Júnior

38 papers A 1C 5Misc 1Journal 10Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Small language models applied in text summarization task of health-related news to improve public health audit: an experimental case study.
Frontiers Artif. Intell.
Alysson Guimarães, Methanias Colaço Júnior, Samuel Santana de Almeida, Gabriel Ferreira Araújo, Raphael Silva Fontes, Helder Prado, Luca Pareja C. F. Alves, Natan Matos, Ricardo Alexsandro de Medeiros Valentim, João Paulo Queiroz dos Santos
2025 J jnl
Artificial intelligence in healthcare text processing: a review applied to named entity recognition.
Frontiers Artif. Intell.
Samuel Santana de Almeida, Raphael Silva Fontes, Luca Pareja C. F. Alves, Methanias Colaço Júnior, Gleyson José Pinheiro Caldeira Silva, Lyane Ramalho Cortez, Antonio Higor Freire de Morais, Guilherme Medeiros Machado, Hugo Gonçalo Oliveira, Aliete Cunha-Oliveira, João Paulo Queiroz dos Santos, Ricardo Alexsandro de Medeiros Valentim
2024 C conf
Fuel Classification in Electronic Tax Documents.
ICPRAM
Yúri Faro Dantas de Sant'Anna, Mariana Lira de Farias, Methanias Colaço Júnior, Daniel Oliveira Dantas, Max Castor Rodrigues Junior
2024 J jnl
Multimedia resources as a support for requirements engineering and software maintenance.
J. Softw. Evol. Process.
Anne Caroline Melo Santos, Methanias Colaço Júnior, Edna de Carvalho Andrade
2023 — conf
An Exploratory Analysis of the Use of ETL in Transparency Portals.
ICEIS (1)
Marcus Vinicius Santana Poletti, Methanias Colaço Júnior, André Vinícius R. P. Nascimento
2023 — conf
Data science to identify crimes against public administration.
FedCSIS (Communication Papers)
Luan Souza, Methanias Colaço Júnior, Raphael Silva Fontes, Rodrigo Silva, Gabriel Lins, Caldeira Silva, Jailton Paiva, Ricardo Valetim
2022 J jnl
An Approach to Preprocess and Cluster a BRDF Database.
Graph. Model.
Mislene Da Silva Nunes, Methanias Colaço Júnior, Gastão Florêncio Miranda Jr., Beatriz Trinchão Andrade
2022 — conf
Digital Business Transformation Methodologies: A Quasi-systematic Review of Literature.
FedCSIS (Communication Papers)
Adriano Lima, Methanias Colaço Júnior, Rogério P. C. do Nascimento, Francisco Neto
2021 — conf
A Big Data Experiment to Evaluate the Effectiveness of Traditional Machine Learning Techniques Against LSTM Neural Networks in the Hotels Clients Opinion Mining.
IEEE BigData
Thiago de Oliveira Lima, Methanias Colaço Júnior, Kleber H. de J. Prado, Israel Dias de J., Frederico Resende de Oliveira
2021 — conf
An Initial Assessment of a Chatbot for Rumination-Focused Cognitive Behavioral Therapy (RFCBT) in College Students.
ICCSA (6)
Alana Lucia Souza Oliveira, Leonardo Nogueira Matos, Methanias Colaço Júnior, Zenith Nara Costa Delabrida
2021 J jnl
Industrial and OSS developers' profiles: a family of experiments to evaluate a pioneering neuro-linguistic method for preferred representational systems automatic detection.
J. Braz. Comput. Soc.
Methanias Colaço Júnior, Breno Santana Santos, Manoel G. Mendonça, Daniela Corumba, Mário André de Freitas Farias
2020 J jnl
A Survey of Software Code Review Practices in Brazil.
CoRR
Marcos Dósea, Cláudio Sant'Anna, Ythanna Oliveira, Methanias Colaço Júnior
2020 — conf
Evaluating a LSTM Neural Network and a Word2vec Model in the Classification of Self-admitted Technical Debts and Their Types in Code Comments.
ICEIS (Revised Selected Papers)
Rafael Meneses Santos, Israel Meneses Santos, Methanias Colaço Júnior, Manoel G. Mendonça
2020 J jnl
Uma investigação sobre a adoção de práticas de governança de TIC e processos de desenvolvimento de software no estado de Sergipe.
Braz. J. Inf. Syst.
Claudio Junior Nascimento da Silva, Toniclay Andrade Nogueira, Rogério Patrício Chagas do Nascimento, Methanias Colaço Júnior
2019 — conf
Comparative Analysis of Data Mining Algorithms Applied to the Context of School Dropout.
FedCSIS (Communication Papers)
Nathanael Vasconcelos, Methanias Colaço Júnior, Thiago Almeida, Victor Matheus da Silva
2019 — conf
Identifying Technical Debt through a Code Comment Mining Tool.
SBSI
Mário André de Freitas Farias, Railan Xisto, Marcos S. Santos, Raphael Silva Fontes, Methanias Colaço Júnior, Rodrigo O. Spínola, Manoel G. Mendonça
2018 C conf
An Experimental Evaluation of the NeuroMessenger: A Collaborative Tool to Improve the Empathy of Text Interactions.
ISCC
Breno Santana Santos, Methanias Colaço Júnior, Janisson Gois de Souza
2018 J jnl
Experimental Analysis of Stemming on Jurisprudential Documents Retrieval.
Inf.
Robert A. N. de Oliveira, Methanias Colaço Júnior
2018 — conf
Mining on Line General Opinions About Sustainability of Hotels: A Systematic Literature Mapping.
ICCSA (1)
Thiago de Oliveira Lima, Methanias Colaço Júnior, Maria Augusta Silveira Netto Nunes
2017 — conf
Assessing the Impact of Stemming Algorithms Applied to Judicial Jurisprudence - An Experimental Analysis.
ICEIS (1)
Robert A. N. de Oliveira, Methanias Colaço Júnior
2017 — conf
Experimental Evaluation of Automatic Tests Cases in Data Analytics Applications Loading Procedures.
ICEIS (1)
Igor Peterson Oliveira Santos, Juli Kelle Góis Costa, Methanias Colaço Júnior, André Vinícius R. P. Nascimento
2017 J jnl
Smartphone-based outlier detection: a complex event processing approach for driving behavior detection.
J. Internet Serv. Appl.
Igor Vasconcelos, Rafael Oliveira Vasconcelos, Bruno José Olivieri de Souza, Marcos Roriz, Markus Endler, Methanias Colaço Júnior
2017 — conf
Um Survey com Empresas Brasileiras acerca da Utilização de Business Intelligence (BI).
CIbSE
Adriano Lima, Methanias Colaço Júnior, André C. A. Nascimento
2017 — conf
Um Survey sobre a utilização de técnicas de Data Mining e Data Analytics por agências de investigação criminal do Brasil.
SBSI
Rafael Meneses Santos, Fábio Nunes, Manoela R. Oliveira, Methanias Colaço Júnior
2016 Misc conf
A systematic mapping study on mining software repositories.
SAC
Mário André de Freitas Farias, Renato Lima Novais, Methanias Colaço Júnior, Luis Paulo da Silva Carvalho, Manoel G. Mendonça, Rodrigo Oliveira Spínola
2016 C conf
Experimentation in the Industry for Automation of Unit Testing in a Business Intelligence Environment.
SEKE
Igor Peterson Oliveira Santos, André C. A. Nascimento, Juli Kelle Góis Costa, Methanias Colaço Júnior, Wenderson Campos Pereira
2016 — conf
Um Experimento em um Ambiente de Business Intelligence Industrial para melhoria da manutenção de cargas de dados [An Experiment in an Industrial Business Intelligence environment to improve data loads maintenance].
SBSI
Juli Kelle Góis Costa, Igor Peterson Oliveira Santos, Methanias Colaço Júnior, André Vinícius R. P. Nascimento
2016 — conf
Um Survey sobre Evolução de Esquemas e Uso de Sistemas Gerenciadores de Bancos de Dados.
CIbSE
Tauany Lorene Santana Santos, Methanias Colaço Júnior, Camila Carvalho Oliveira, André Vinícius R. P. Nascimento, Marcos Barbosa Dósea
2015 — conf
Analyzing Distributions of Emails and Commits from OSS Contributors through Mining Software Repositories - An Exploratory Study.
ICEIS (2)
Mário André de Freitas Farias, Renato Lima Novais, Paulo Ortins, Methanias Colaço Júnior, Manoel G. Mendonça
2015 — conf
Análise Comparativa de Algoritmos de Mineração de Texto Aplicados a Históricos de Contas Públicas [Comparing Text Mining Algorithms for Predicting Irregularities in Public Accounts].
SBSI
Breno Santana Santos, Methanias Colaço Júnior, Bruno Cruz da Paixao, Rafael Meneses Santos, André Vinícius R. P. Nascimento, Hallan Cosmo dos Santos, Wallace H. L. Filho, Arquimedes S. L. de Medeiros
2015 J jnl
Do Software Engineers Have Preferred Representational Systems?
J. Res. Pract. Inf. Technol.
Methanias Colaço Júnior, Maria de Fátima Menezes, Daniela Corumba, Manoel G. Mendonça, Breno Santana Santos
2015 — conf
Experimentação na Indústria para Aumento da Efetividade da Construção de Procedimentos ETL em um Ambiente de Business Intelligence [Experimentation at Industrial Setting to Improve the Effectiveness of the ETL Procedures Implementation in a Business Intelligence Environment].
SBSI
Juli Kelle Góis Costa, Igor Peterson Oliveira Santos, André Vinícius R. P. Nascimento, Methanias Colaço Júnior
2014 C conf
Recovering Valuable Information Behaviour from OSS Contributors: An Exploratory Study.
SEKE
Mário André de Freitas Farias, Paulo Ortins, Renato Lima Novais, Methanias Colaço Júnior, Manoel G. Mendonça
2014 — conf
Triangulating Experiments in an Industrial Setting to Evaluate Preferred Representational Systems of Software Developers.
SBES
Methanias Colaço Júnior, Mário André de Freitas Farias, Igor Maciel, Paulo Henrique dos Santos, Manoel G. Mendonça
2012 — conf
An Approach to Improve the Empathy of Text Interactions in Collaborative Systems.
SBSC
Methanias Colaço Júnior, Janisson Gois de Souza, Carlos Alberto Gonçalves
2010 A conf
OSS developers context-specific Preferred Representational systems: A initial Neurolinguistic text analysis of the Apache mailing list.
MSR
Methanias Colaço Júnior, Manoel G. Mendonça, Mário Farias, Paulo Henrique dos Santos
2009 C conf
Data Warehousing in an Industrial Software Development Environment.
SEW
Methanias Colaço Júnior, Manoel Gomes de Mendonça Neto, Francisco Rodrigues
2009 — conf
Mining Software Change History in an Industrial Environment.
SBES
Methanias Colaço Júnior, Manoel G. Mendonça, Francisco Rodrigues