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Vitor Cirilo Araujo Santos
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Journal Articles
- 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)
Conference and Workshop Papers
- 2022
- [c3]Lucas Felipe Ferraro Cardoso, José de S. Ribeiro, Vitor Cirilo Araujo Santos, Raíssa Lorena Silva da Silva, Marcelle Pereira Mota, Ricardo B. C. Prudêncio, Ronnie Cley de Oliveira Alves:
Explanation-by-Example Based on Item Response Theory. BRACIS (1) 2022: 283-297 - 2020
- [c2]Lucas Felipe Ferraro Cardoso
, Vitor Cirilo Araujo Santos
, Regiane S. K. Francês
, Ricardo B. C. Prudêncio
, Ronnie Cley de Oliveira Alves
:
Decoding Machine Learning Benchmarks. BRACIS (2) 2020: 412-425 - 2018
- [c1]Vitor Cirilo Araujo Santos, Leandro Corrêa, Bianchi Serique Meiguins, Guilherme Oliveira, Ronnie Alves
:
Metagenomics-based signature clustering and interactive visualization analysis. IJCNN 2018: 1-8
Informal and Other Publications
- 2024
- [i5]José de S. Ribeiro, Lucas Felipe Ferraro Cardoso, Vitor Cirilo Araujo Santos, Eduardo Carvalho, Nikolas Jorge S. Carneiro, Ronnie Alves:
How Reliable and Stable are Explanations of XAI Methods? CoRR abs/2407.03108 (2024) - 2022
- [i4]Lucas Felipe Ferraro Cardoso, José de S. Ribeiro, Vitor Cirilo Araujo Santos, Raíssa Lorena Silva da Silva, Marcelle Pereira Mota, Ricardo B. C. Prudêncio, Ronnie Cley de Oliveira Alves:
Explanation-by-Example Based on Item Response Theory. CoRR abs/2210.01638 (2022) - [i3]José de S. Ribeiro, Lucas Felipe Ferraro Cardoso, Raíssa Lorena Silva da Silva, Vitor Cirilo Araujo Santos, Nikolas Jorge S. Carneiro, Ronnie Alves:
Global Explanation of Tree-Ensembles Models Based on Item Response Theory. CoRR abs/2210.09933 (2022) - 2021
- [i2]Lucas Felipe Ferraro Cardoso, Vitor Cirilo Araujo Santos, Regiane S. Kawasaki Francês, Ricardo B. C. Prudêncio, Ronnie Cley de Oliveira Alves:
Data vs classifiers, who wins? CoRR abs/2107.07451 (2021) - 2020
- [i1]Lucas Felipe Ferraro Cardoso, Vitor Cirilo Araujo Santos, Regiane S. K. Francês, Ricardo B. C. Prudêncio, Ronnie Cley de Oliveira Alves:
Decoding machine learning benchmarks. CoRR abs/2007.14870 (2020)
Coauthor Index
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