Marcos M. Raimundo

16 papers B 4C 2Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 B conf
Combinatorial U-Curve Optimization for Multi-Task Learning: A Task Selection Approach.
IJCNN
Giovana K. Bonás, Marcelo S. Reis, Marcos M. Raimundo
2025 J jnl
CounterCrime - Using Counterfactual Explanations to Explore Crime Reduction Scenarios.
IEEE Trans. Vis. Comput. Graph.
Marcos M. Raimundo, Germain García-Zanabria, Luis Gustavo Nonato, Jorge Poco
2025 J jnl
M
CoRR
Jansen Silva de Brito Pereira, Giovani Valdrighi, Marcos M. Raimundo
2024 J jnl
Best Practices for Responsible Machine Learning in Credit Scoring.
CoRR
Giovani Valdrighi, Athyrson M. Ribeiro, Jansen Silva de Brito Pereira, Vitória Guardieiro, Arthur Hendricks, Décio Miranda Filho, Juan David Nieto Garcia, Felipe F. Bocca, Thalita B. Veronese, Lucas Wanner, Marcos M. Raimundo
2024 — conf
Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales.
NAACL-HLT (Findings)
Lucas Resck, Marcos M. Raimundo, Jorge Poco
2024 J jnl
Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales.
CoRR
Lucas E. Resck, Marcos M. Raimundo, Jorge Poco
2024 J jnl
Mining Pareto-optimal counterfactual antecedents with a branch-and-bound model-agnostic algorithm.
Data Min. Knowl. Discov.
Marcos M. Raimundo, Luis Gustavo Nonato, Jorge Poco
2023 J jnl
Enforcing fairness using ensemble of diverse Pareto-optimal models.
Data Min. Knowl. Discov.
Vitória Guardieiro, Marcos M. Raimundo, Jorge Poco
2022 B conf
Analyzing the Equity of the Brazilian National High School Exam by Validating the Item Response Theory's Invariance.
EDM
Vitória Guardieiro, Marcos M. Raimundo, Jorge Poco
2022 J jnl
CriPAV: Street-Level Crime Patterns Analysis and Visualization.
IEEE Trans. Vis. Comput. Graph.
Germain García-Zanabria, Marcos M. Raimundo, Jorge Poco, Marcelo Batista Nery, Cláudio T. Silva, Sergio Adorno, Luis Gustavo Nonato
2021 J jnl
Exploring multiobjective training in multiclass classification.
Neurocomputing
Marcos M. Raimundo, Thalita F. Drumond, Alan Caio R. Marques, Christiano Lyra, Anderson Rocha, Fernando J. Von Zuben
2020 J jnl
An extension of the non-inferior set estimation algorithm for many objectives.
Eur. J. Oper. Res.
Marcos M. Raimundo, Paulo A. V. Ferreira, Fernando J. Von Zuben
2020 B conf
Multi-criteria analysis involving Pareto-optimal misclassification tradeoffs on imbalanced datasets.
IJCNN
Marcos M. Raimundo, Fernando J. Von Zuben
2018 B conf
Investigating multiobjective methods in multitask classification.
IJCNN
Marcos M. Raimundo, Fernando J. Von Zuben
2017 C conf
Ensembles of Multiobjective-Based Classifiers for Detection of Epileptic Seizures.
CIARP
Fernando S. Beserra, Marcos M. Raimundo, Fernando J. Von Zuben
2017 C conf
Many-Objective Ensemble-Based Multilabel Classification.
CIARP
Marcos M. Raimundo, Fernando J. Von Zuben