Arthur Dantas Mangussi

According to our database, Arthur Dantas Mangussi authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Large Language Models for Missing Data Imputation: Understanding Behavior, Hallucination Effects, and Control Mechanisms.

Arthur Dantas Mangussi, Ricardo Cardoso Pereira, Ana Carolina Lorena, Pedro Henriques Abreu

CoRR, March, 2026

Exploring the influence of missing data imputation in group fairness metrics.

Arthur Dantas Mangussi, Ricardo Cardoso Pereira, Miriam Seoane Santos, Ana Carolina Lorena, Mykola Pechenizkiy, Pedro Henriques Abreu

Artif. Intell., 2026

2025

mdatagen: A python library for the artificial generation of missing data.

Arthur Dantas Mangussi, Miriam Seoane Santos, Filipe Loyola Lopes, Ricardo Cardoso Pereira, Ana Carolina Lorena, Pedro Henriques Abreu

Neurocomputing, 2025

Studying the robustness of data imputation methodologies against adversarial attacks.

Arthur Dantas Mangussi, Ricardo Cardoso Pereira, Ana Carolina Lorena, Miriam Seoane Santos, Pedro Henriques Abreu

Comput. Secur., 2025

A Label Propagation Approach for Missing Data Imputation.

Filipe Loyola Lopes, Arthur Dantas Mangussi, Ricardo Cardoso Pereira, Miriam Seoane Santos, Pedro Henriques Abreu, Ana Carolina Lorena

IEEE Access, 2025

Classification with Reject Option: Building Meta-models to Predict Classification Error.

Patricia S. M. Ueda, Maria Gabriela Valeriano, Arthur Dantas Mangussi, Ricardo B. C. Prudêncio, Ana Carolina Lorena

Proceedings of the Intelligent Systems - 35th Brazilian Conference, 2025

2024

Assessing Adversarial Effects of Noise in Missing Data Imputation.

Arthur Dantas Mangussi, Ricardo Cardoso Pereira, Pedro Henriques Abreu, Ana Carolina Lorena

Proceedings of the Intelligent Systems - 34th Brazilian Conference, 2024