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ORCIDLucas F. F. Cardoso
2020 – today
- 2025
[i7]Lucas F. F. Cardoso, Vitor C. A. Santos, José de S. Ribeiro, Regiane Kawasaki, Ricardo B. C. Prudêncio, Ronnie Alves:
Enhancing Classifier Evaluation: A Fairer Benchmarking Strategy Based on Ability and Robustness. CoRR abs/2504.09759 (2025)- 2024
- [j1]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:
Explanations based on Item Response Theory (eXirt): A model-specific method to explain tree-ensemble model in trust perspective. Expert Syst. Appl. 244: 122986 (2024) - [c4]Lucas F. F. Cardoso, José de Sousa Ribeiro Filho, Vitor C. A. Santos, Regiane S. Kawasaki Francês, Ronnie C. O. Alves:
Standing on the Shoulders of Giants. BRACIS (2) 2024: 416-430 - [i6]José Ribeiro, Lucas F. F. Cardoso, Vitor C. A. Santos, Eduardo Carvalho, Nikolas Jorge S. Carneiro, Ronnie Alves:
How Reliable and Stable are Explanations of XAI Methods? CoRR abs/2407.03108 (2024) - [i5]Lucas F. F. Cardoso, José de Sousa Ribeiro Filho, Vitor C. A. Santos, Regiane S. Kawasaki Francês, Ronnie Cley de Oliveira Alves:
Standing on the shoulders of giants. CoRR abs/2409.03151 (2024) - 2022
- [c3]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:
Explanation-by-Example Based on Item Response Theory. BRACIS (1) 2022: 283-297 - [i4]Lucas F. F. Cardoso, José de S. Ribeiro, Vitor C. A. Santos, Raíssa Lorena Silva da Silva, Marcelle Pereira Mota, Ricardo B. C. Prudêncio, Ronnie C. O. Alves:
Explanation-by-Example Based on Item Response Theory. CoRR abs/2210.01638 (2022) - [i3]José de S. Ribeiro, Lucas F. F. Cardoso, Raíssa Lorena Silva da Silva, Vitor C. A. Santos, Nikolas Jorge S. Carneiro, Ronnie Alves:
Global Explanation of Tree-Ensembles Models Based on Item Response Theory. CoRR abs/2210.09933 (2022) - 2021
- [c2]José de S. Ribeiro, Raíssa Lorena Silva da Silva, Lucas F. F. Cardoso, Ronnie Alves:
Does Dataset Complexity Matters for Model Explainers? IEEE BigData 2021: 5257-5265 - [i2]Lucas F. F. Cardoso, Vitor C. A. Santos, Regiane S. Kawasaki Francês, Ricardo B. C. Prudêncio, Ronnie C. O. Alves:
Data vs classifiers, who wins? CoRR abs/2107.07451 (2021) - 2020
- [c1]Lucas F. F. Cardoso, Vitor C. A. Santos, Regiane S. K. Francês, Ricardo B. C. Prudêncio, Ronnie C. O. Alves:
Decoding Machine Learning Benchmarks. BRACIS (2) 2020: 412-425 - [i1]Lucas F. F. Cardoso, Vitor C. A. Santos, Regiane S. K. Francês, Ricardo B. C. Prudêncio, Ronnie C. O. Alves:
Decoding machine learning benchmarks. CoRR abs/2007.14870 (2020)
Coauthor Index
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