Mining Software Change History in an Industrial Environment. - Methanias Colaço Júnior; Manoel G. Mendonça; Francisco Rodrigues (SBES, 2009)

Data Warehousing in an Industrial Software Development Environment. - Methanias Colaço Júnior; Manoel Gomes de Mendonça Neto; Francisco Rodrigues (SEW, 2009)

OSS developers context-specific Preferred Representational systems: A initial Neurolinguistic text analysis of the Apache mailing list. - Methanias Colaço Júnior; Manoel G. Mendonça; Mário Farias; Paulo Henrique dos Santos (MSR, 2010)

An Approach to Improve the Empathy of Text Interactions in Collaborative Systems. - Methanias Colaço Júnior; Janisson Gois de Souza; Carlos Alberto Gonçalves (SBSC, 2012)

Identificação e validação do perfil neurolinguístico de programadores através da mineração de repositórios de software - Methanias Colaço Rodrigues Júnior (2013)

Triangulating Experiments in an Industrial Setting to Evaluate Preferred Representational Systems of Software Developers. - Methanias Colaço Júnior; Mário André de Freitas Farias; Igor Maciel; Paulo Henrique dos Santos; Manoel G. Mendonça (SBES, 2014)

Recovering Valuable Information Behaviour from OSS Contributors: An Exploratory Study. - Mário André de Freitas Farias; Paulo Ortins; Renato Lima Novais; Methanias Colaço Júnior; Manoel G. Mendonça (SEKE, 2014)

Analyzing Distributions of Emails and Commits from OSS Contributors through Mining Software Repositories - An Exploratory Study. - Mário André de Freitas Farias; Renato Lima Novais; Paulo Ortins; Methanias Colaço Júnior; Manoel G. Mendonça (ICEIS (2), 2015)

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]. - Juli Kelle Góis Costa; Igor Peterson Oliveira Santos; André Vinícius R. P. Nascimento; Methanias Colaço Júnior (SBSI, 2015)

Análise Comparativa de Algoritmos de Mineração de Texto Aplicados a Históricos de Contas Públicas [Comparing Text Mining Algorithms for Predicting Irregularities in Public Accounts]. - 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 (SBSI, 2015)

Do Software Engineers Have Preferred Representational Systems? - Methanias Colaço Júnior; Maria de Fátima Menezes; Daniela Corumba; Manoel G. Mendonça; Breno Santana Santos (J. Res. Pract. Inf. Technol., 2015)

Um Survey sobre Evolução de Esquemas e Uso de Sistemas Gerenciadores de Bancos de Dados. - Tauany Lorene Santana Santos; Methanias Colaço Júnior; Camila Carvalho Oliveira; André Vinícius R. P. Nascimento; Marcos Barbosa Dósea (CIbSE, 2016)

A systematic mapping study on mining software repositories. - Mário André de Freitas Farias; Renato Lima Novais; Methanias Colaço Júnior; Luis Paulo da Silva Carvalho; Manoel G. Mendonça; Rodrigo Oliveira Spínola (SAC, 2016)

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]. - Juli Kelle Góis Costa; Igor Peterson Oliveira Santos; Methanias Colaço Júnior; André Vinícius R. P. Nascimento (SBSI, 2016)

Experimentation in the Industry for Automation of Unit Testing in a Business Intelligence Environment. - Igor Peterson Oliveira Santos; André C. A. Nascimento; Juli Kelle Góis Costa; Methanias Colaço Júnior; Wenderson Campos Pereira (SEKE, 2016)

Um Survey com Empresas Brasileiras acerca da Utilização de Business Intelligence (BI). - Adriano Lima; Methanias Colaço Júnior; André C. A. Nascimento (CIbSE, 2017)

An Experiment to Assess an Acquisition Platform and Biomedical Signal Conditioning. - Diego Assis Siqueira Gois; João Paulo Andrade Lima; Marco Túlio Chella; Methanias Colaço Rodrigues Júnior (ICEIS (3), 2017)

YouMake: A Low-Cost, Easy for Prototyping, Didactic and Generic Platform for Acquisition and Conditioning of Biomedical Signals. - Diego Assis Siqueira Gois; João Paulo Andrade Lima; Marco Túlio Chella; Methanias Colaço Rodrigues Júnior (ICEIS (Revised Selected Papers), 2017)

Assessing the Impact of Stemming Algorithms Applied to Judicial Jurisprudence - An Experimental Analysis. - Robert A. N. de Oliveira; Methanias Colaço Júnior (ICEIS (1), 2017)

Experimental Evaluation of Automatic Tests Cases in Data Analytics Applications Loading Procedures. - Igor Peterson Oliveira Santos; Juli Kelle Góis Costa; Methanias Colaço Júnior; André Vinícius R. P. Nascimento (ICEIS (1), 2017)

Procedural x OO - A Corporative Experiment on Source Code Clone Mining. - José Jorge Barreto Torres; Methanias Colaço Rodrigues Júnior; Mário André de Freitas Farias (ICEIS (2), 2017)

Um Survey sobre a utilização de técnicas de Data Mining e Data Analytics por agências de investigação criminal do Brasil. - Rafael Meneses Santos; Fábio Nunes; Manoela R. Oliveira; Methanias Colaço Júnior (SBSI, 2017)

Smartphone-based outlier detection: a complex event processing approach for driving behavior detection. - Igor Vasconcelos; Rafael Oliveira Vasconcelos; Bruno José Olivieri de Souza; Marcos Roriz; Markus Endler; Methanias Colaço Júnior (J. Internet Serv. Appl., 2017)

Mining on Line General Opinions About Sustainability of Hotels: A Systematic Literature Mapping. - Thiago de Oliveira Lima; Methanias Colaço Júnior; Maria Augusta Silveira Netto Nunes (ICCSA (1), 2018)

An Experimental Evaluation of the NeuroMessenger: A Collaborative Tool to Improve the Empathy of Text Interactions. - Breno Santana Santos; Methanias Colaço Júnior; Janisson Gois de Souza (ISCC, 2018)

Experimental Analysis of Stemming on Jurisprudential Documents Retrieval. - Robert A. N. de Oliveira; Methanias Colaço Júnior (Inf., 2018)

Comparative Analysis of Data Mining Algorithms Applied to the Context of School Dropout. - Nathanael Vasconcelos; Methanias Colaço Júnior; Thiago Almeida; Victor Matheus da Silva (FedCSIS (Communication Papers), 2019)

Identifying Technical Debt through a Code Comment Mining Tool. - Mário André de Freitas Farias; Railan Xisto; Marcos S. Santos; Raphael Silva Fontes; Methanias Colaço Júnior; Rodrigo O. Spínola; Manoel G. Mendonça (SBSI, 2019)

Evaluating a LSTM Neural Network and a Word2vec Model in the Classification of Self-admitted Technical Debts and Their Types in Code Comments. - Rafael Meneses Santos; Israel Meneses Santos; Methanias Colaço Júnior; Manoel G. Mendonça (ICEIS (Revised Selected Papers), 2020)

Long Term-short Memory Neural Networks and Word2vec for Self-admitted Technical Debt Detection. - Rafael Meneses Santos; Israel Meneses Santos; Methanias Colaço Rodrigues Júnior; Manoel Gomes de Mendonça Neto (ICEIS (2), 2020)

A Survey of Software Code Review Practices in Brazil. - Marcos Dósea; Cláudio Sant'Anna; Ythanna Oliveira; Methanias Colaço Júnior (CoRR, 2020)

Uma investigação sobre a adoção de práticas de governança de TIC e processos de desenvolvimento de software no estado de Sergipe. - Claudio Junior Nascimento da Silva; Toniclay Andrade Nogueira; Rogério Patrício Chagas do Nascimento; Methanias Colaço Júnior (Braz. J. Inf. Syst., 2020)

A Big Data Experiment to Evaluate the Effectiveness of Traditional Machine Learning Techniques Against LSTM Neural Networks in the Hotels Clients Opinion Mining. - Thiago de Oliveira Lima; Methanias Colaço Júnior; Kleber H. de J. Prado; Israel Dias de J.; Frederico Resende de Oliveira (IEEE BigData, 2021)

An Initial Assessment of a Chatbot for Rumination-Focused Cognitive Behavioral Therapy (RFCBT) in College Students. - Alana Lucia Souza Oliveira; Leonardo Nogueira Matos; Methanias Colaço Júnior; Zenith Nara Costa Delabrida (ICCSA (6), 2021)

Industrial and OSS developers' profiles: a family of experiments to evaluate a pioneering neuro-linguistic method for preferred representational systems automatic detection. - Methanias Colaço Júnior; Breno Santana Santos; Manoel G. Mendonça; Daniela Corumba; Mário André de Freitas Farias (J. Braz. Comput. Soc., 2021)

Digital Business Transformation Methodologies: A Quasi-systematic Review of Literature. - Adriano Lima; Methanias Colaço Júnior; Rogério P. C. do Nascimento; Francisco Neto (FedCSIS (Communication Papers), 2022)

Applications of Artificial Intelligence for Auditing and Classification of Incongruent Descriptions in Public Procurement. - Wesckley Faria Gomes; Methanias Colaço (SBSI, 2022)

An Approach to Preprocess and Cluster a BRDF Database. - Mislene Da Silva Nunes; Methanias Colaço Júnior; Gastão Florêncio Miranda Jr.; Beatriz Trinchão Andrade (Graph. Model., 2022)

Data science to identify crimes against public administration. - Luan Souza; Methanias Colaço Júnior; Raphael Silva Fontes; Rodrigo Silva; Gabriel Lins; Caldeira Silva; Jailton Paiva; Ricardo Valetim (FedCSIS (Communication Papers), 2023)

An Exploratory Analysis of the Use of ETL in Transparency Portals. - Marcus Vinicius Santana Poletti; Methanias Colaço Júnior; André Vinícius R. P. Nascimento (ICEIS (1), 2023)

Fuel Classification in Electronic Tax Documents. - Yúri Faro Dantas de Sant'Anna; Mariana Lira de Farias; Methanias Colaço Júnior; Daniel Oliveira Dantas; Max Castor Rodrigues Junior (ICPRAM, 2024)

Multimedia resources as a support for requirements engineering and software maintenance. - Anne Caroline Melo Santos; Methanias Colaço Júnior; Edna de Carvalho Andrade (J. Softw. Evol. Process., 2024)

Artificial intelligence in healthcare text processing: a review applied to named entity recognition. - 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 (Frontiers Artif. Intell., 2025)