Vitor C. A. Santos

According to our database, Vitor C. A. Santos authored at least 9 papers between 2018 and 2025.

Collaborative distances:

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

2025

Enhancing Classifier Evaluation: A Fairer Benchmarking Strategy Based on Ability and Robustness.

Lucas F. F. Cardoso, Vitor C. A. Santos, José de S. Ribeiro, Regiane Kawasaki, Ricardo B. C. Prudêncio, Ronnie Alves

CoRR, April, 2025

2024

Explanations based on Item Response Theory (eXirt): A model-specific method to explain tree-ensemble model in trust perspective.

José de Sousa Ribeiro Filho, Lucas Felipe Ferraro Cardoso, Raíssa Lorena Silva da Silva, Nikolas Jorge Santiago Carneiro, Vitor Cirilo Araujo Santos, Ronnie Cley de Oliveira Alves

Expert Syst. Appl., 2024

How Reliable and Stable are Explanations of XAI Methods?

José Ribeiro, Lucas F. F. Cardoso, Vitor C. A. Santos, Eduardo Carvalho, Nikolas Jorge S. Carneiro, Ronnie Alves

CoRR, 2024

Standing on the Shoulders of Giants.

Lucas F. F. Cardoso, José de Sousa Ribeiro Filho, Vitor C. A. Santos, Regiane S. Kawasaki Francês, Ronnie C. O. Alves

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

2022

Global Explanation of Tree-Ensembles Models Based on Item Response Theory.

José de S. Ribeiro, Lucas F. F. Cardoso, Raíssa Lorena Silva da Silva, Vitor C. A. Santos, Nikolas Jorge S. Carneiro, Ronnie Alves

CoRR, 2022

Explanation-by-Example Based on Item Response Theory.

Lucas F. F. Cardoso, José de S. Ribeiro, Vitor Cirilo Araujo Santos, Raíssa Lorena Silva da Silva, Marcelle Pereira Mota, Ricardo B. C. Prudêncio, Ronnie C. O. Alves

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021

Data vs classifiers, who wins?

Lucas F. F. Cardoso, Vitor C. A. Santos, Regiane S. Kawasaki Francês, Ricardo B. C. Prudêncio, Ronnie C. O. Alves

CoRR, 2021

2020

Decoding Machine Learning Benchmarks.

Lucas F. F. Cardoso, Vitor C. A. Santos, Regiane S. K. Francês, Ricardo B. C. Prudêncio, Ronnie C. O. Alves

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2018

Metagenomics-based signature clustering and interactive visualization analysis.

Vitor Cirilo Araujo Santos, Leandro Corrêa, Bianchi Serique Meiguins, Guilherme Oliveira, Ronnie Alves

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018