Arthur Hendricks M. de Oliveira

MSc student in Machine Learning

Machine Learning, AI Ethics, Explainability

Institute of Computing - University of Campinas

Arthur H. Mendes de Oliveira is a Master’s student at University of Campinas (UNICAMP), in the Institute of Computing (IC). His research interests includes Machine Learning, Ethical AI, Explainability.

Interests

  • Machine Learning
  • AI Ethics
  • Explainability

Education

MSc in Computer Science, 2024 University of Campinas

BSc in Electrical Engineering, 2022 Federal University of Campina Grande

Publications

PCE: Model-Agnostic Plausible Pareto-Optimal Counterfactual Explanations

Arthur Hendricks Mendes de Oliveira, Giovani Valdrighi, Marcos Medeiros Raimundo (2026). arXiv preprint arXiv:2606.18418.

Framework para Verificaçao e Correçao Automatizada da Conformidade Sintática de Requisitos de Software baseada em Modelos com Uso de IA

Arthur HM de Oliveira, Johnny Marques (2025). Simpósio Brasileiro de Qualidade de Software (SBQS).

Best practices for responsible machine learning in credit scoring

Giovani Valdrighi, Athyrson M. Ribeiro, Jansen SB Pereira, Vitoria Guardieiro, Arthur Hendricks, Décio Miranda Filho, Juan David Nieto Garcia, Felipe F. Bocca, Thalita B. Veronese, Lucas Wanner, Marcos Medeiros Raimundo (2025). Neural Computing and Applications.

Model-driven systems engineering automation with artificial intelligence for robustly writing automotive system requirements

Arthur Hendricks Mendes de Oliveira, Pedro Almeida Reis, Gabriel Anunciação, Jonathan Vinícius Carlos de Lima, Fernando Sarracini, Matias Ezequiel Garcia (2025). SAE Technical Paper.

Ai-driven agile systems engineering approach for managing cross-system interactions

Arthur HM de Oliveira, Ana JMG da Silva, Lorenzo C de Oliveira, Fernando S Júnior, Pedro A Reis (2025). Procedia Computer Science.

Impact analysis of using natural language processing and large language model on automated correction of systems engineering requirements

Arthur HM de Oliveira, Pedro Almeida Reis, Fernando Sarracini Júnior, Mairon Sena Cavalcante, Jonathan VC de Lima, Luis FC Soares, Lucas Henrique Marchiori (2024). INCOSE International Symposium.

Systems engineering process enhancement: Requirements verification methodology using natural language processing (NLP) for automotive industry

Fernando Sarracini Júnior, Pedro Almeida Reis, Mairon Sena Cavalcante, Arthur Hendricks Mendes de Oliveira (2024). SAE Brasil 2023 Congress 358452.

MAPOFCEM: model-agnostic Pareto-Optimal Feasible Counterfactual Explanations Mining

Arthur Hendricks Mendes de Oliveira (2024). [sn].

Análise de Dados Aplicada às Chamadas de Emergência em um Sistema de Distribuição Real

Arthur HM de Oliveira, Karcius Dantas, Matheus Maia, Kézia Dantas, Bruna Granadeiro, Raquel Zacarias (2022). Simpósio Brasileiro de Sistemas Elétricos-SBSE.

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Projects