Everton Guimaraes

Selected Publications

Everton Guimarães and Nathalia Nascimento. “AI in the Software Development Lifecycle: Insights and Open Research Questions.” In Proceedings of the International Workshop on Envisioning the AI-Augmented Software Development Life Cycle (FSE-AI-SDLC 2025), co-located with the 33rd ACM International Conference on the Foundations of Software Engineering (FSE 2025), Trondheim, Norway, 2025.

Guimarães, Everton, et al. “Evaluating Large Language Models for Data Science Code Generation.” In Proceedings of the IEEE/ACM 5th International Conference on AI Engineering (CAIN 2025), 2025.

Nathalia Nascimento, Everton Guimarães, Sai Sanjna Chintakunta, Santhosh AB. "How Effective are LLMs for Data Science Coding? A Controlled Experiment." In Proc. of International Conference on Mining Software Repositories (MSR), Ottawa, 2025. Winner of the Association for Computing Machinery’s Special Interest Group on Software Engineering (ACM SIGSOFT) Distinguished Paper Award. 

Albuquerque, Danyllo, Guimarães, Everton, Tonin, Graziela, Perkusich, Mirko, Almeida, Hyggo, Perkusich, Angelo. (2022). "Comprehending the Use of Intelligent Techniques to Support Technical Debt Management". IEEE/ACM
International Conference on Technical Debt. DOI: https://doi.org/10.1145/3524843.3528097 

Cunha, Ferdinadi, Perkusich, Mirko, Guimarães, Everton, Santos, Rodrigo, Rique, Tiago, Albuquerque, Danyllo, Perkusich, Angelo, Almeida, Hyggo, Gorgonio, Kyler. "An Insight into the Capabilities of Professional and Teams in Agile Software Development: An Updated of the Systematic Literature Review". Journal of Communications Software and Systems. Issue 1, Vol 20. (pp. 99-112), 2022. 1.25, DOI: https://doi.org/10.24138/jcomss-2023-0172 

Albuquerque, Danyllo, Guimarães, Everton, Tonin, Graziela, Rodriguez, Pilar, Perkusich, Mirko, Almeida, Hyggo, Perkusich, Angelo. "Managing Technical Debt Using Intelligent Techniques – A Systematic Mapping Study". IEEE Transactions on Software Engineering, Volt 49. (pp.2202-2220), 2023. Impact factor: 7.4, DOI: 10.1109/TSE.2022.3214764.

Albuquerque, Danyllo, Guimarães, Everton, Perkusich, Mirko, Rique, Tiago, Almeida, Hyggo, Perkusich, Angelo. "On the Assessment of Interactive Detection of Code Smells in Practice: A Controlled Experiment". IEEE Access Journal, Volt 11. (pp. 84589-84606), 2023, Impact factor: 3.9, DOI: https://doi.org/10.1109/ACCESS.2023.3302260

Albuquerque, Danyllo, Guimarães, Everton, Perkusich, Mirko, Almeida, Hyggo, Perkusich, Angelo. "Integrating Interactive Detection of Code Smells into Scrum: Feasibility, Benefits and Challenges". Journal of Applied Science, Volume 13, pp. 8870-8892, 2023. Impact factor: 2.5 DOI: https://doi.org/10.3390/app13158770 

Viana, Marx, Alencar, Paulo, Guimarães, Everton, Reioli, Elder, Lucena, Carlos. "Creating a Modeling Language Based on a New Metamodel for Adaptive Normative Agents". IEEE Access Journal 10. (pp. 13974-13996), 2022, Impact Factor: 3. DOI: 10.1109/ACCESS.2022.3147144 

Everton Guimarães, Santiago Vidal, Alessandro Garcia, Andrez Pace, Claudia Marcos. “Explore Blueprints for Prioritizing Critical Code Anomalies: Experiences and Tool Support”. Journal of Software: Practice and Experience, 2017.

Santiago Vidal, Everton Guimarães, Willian Oizumi, Alessandro Garcia, Andrez Pace, Claudia Marcos. “On the Criteria for Prioritizing Code Anomalies to Identify Architectural Problems”. In Proc. of 31st Symposium on Applied Computing (SAC’16), Pisa, 2016.

Santiago Vidal, Everton Guimarães, Willian Oizumi, Alessandro Garcia, Andrez Pace, Claudia Marcos. “Identifying Architectural Problems through Prioritization of Code Smells”. In Proc. of X Brazilian Symposium on Software Components, Architecture and Reuse, Maringa, Brazil, 2016

Marx Viana, Everton Guimarães, Paulo Alencar, Francisco Cunha, David Cowan, Carlos Lucena C. “JSAN – A Framework to Implement Normative Agents”. In Proc. of Software Engineering and Knowledge Engineering (SEKE’15), Pittsburgh, 2015.

Marx Viana, Paulo Alencar, David Cowan, Everton Guimarães, Francisco Cunha, Carlos Lucena. “The Development of Normative Autonomous Agents: An Approach”. In Proc. of Intelligent Agent Technology Conference (IAT’15), Singapore, 2015

Everton Guimarães, Alessandro Garcia, Yuanfang Cai. “Architecture Sensitive Heuristics for Prioritizing Critical Code Anomalies”. In Proc. of the 14th International Conference on Modularity, Fort Collins, Colorado, USA 2015.

Everton Guimarães, Alessandro Garcia, Yuanfang Cai, Y. “Exploring Blueprints on the Prioritization of Architecturally Relevant Code Anomalies: A Controlled Experiment”. In Proc. of the 38th Annual International Computers, Software Applications Conference, Västerås, Sweden, 2014

Everton Guimarães, Alessandro; Garcia, Kleinner Farias. “On the Impact of Obliviousness and Quantification on Model Composition Effort”. In Proc. of 29th Symposium on Applied Computing, Track on Software Architecture: Theory, Technology, and Applications (SATTA), South Korea, 2014.

Roberta Arcoverde, Everton Guimarães, Isela Macia, Alessandro Garcia, Yuanfang Cai. “Prioritization of Code Anomalies Based on Architecture Sensitiveness”. In Proc. of XXVII Brazilian Symposium in Software Engineering, Brasília, Brazil 2013

Bruno Cafeo, Francisco Dantas, Alessandro Gurgel, Everton Guimarães, Elder Cirilo, Alessandro Garcia, Carlos Lucena. “Analyzing the Impact of Feature Dependency Implementation on Product Line Stability: An Exploratory Study”. In Proc. of the XXVI Brazilian Symposium on Software Engineering, Natal, Brazil, 2012