Vitor Cirilo Araujo Santos

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Machine Learning

Interactive Visualization

Benchmark Suite

Top Venues

Expert Syst. Appl.

Publications

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 (2024)
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 (2024)
José de S. Ribeiro, Lucas F. F. Cardoso, Raíssa Lorena Silva da Silva, Vitor Cirilo Araujo Santos, Níkolas Carneiro, Ronnie Alves
Global Explanation of Tree-Ensembles Models Based on Item Response Theory. CoRR (2022)
Lucas F. F. Cardoso, José de S. Ribeiro, Vitor Cirilo Araujo Santos, Raíssa Lorena Silva da Silva, Marcelle P. Mota, Ricardo B. C. Prudêncio, Ronnie Cley de Oliveira Alves
Explanation-by-Example Based on Item Response Theory. BRACIS (1) (2022)
Lucas F. F. Cardoso, José de S. Ribeiro, Vitor Cirilo Araujo Santos, Raíssa Lorena Silva da Silva, Marcelle P. Mota, Ricardo B. C. Prudêncio, Ronnie Cley de Oliveira Alves
Explanation-by-Example Based on Item Response Theory. CoRR (2022)
Lucas F. F. Cardoso, Vitor Cirilo Araujo Santos, Regiane S. Kawasaki Francês, Ricardo B. C. Prudêncio, Ronnie Cley de Oliveira Alves
Data vs classifiers, who wins? CoRR (2021)
Lucas F. F. Cardoso, Vitor Cirilo Araujo Santos, Regiane S. K. Francês, Ricardo B. C. Prudêncio, Ronnie Cley de Oliveira Alves
Decoding machine learning benchmarks. CoRR (2020)
Lucas F. F. 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)
Vitor Cirilo Araujo Santos, Leandro Corrêa, Bianchi Serique Meiguins, Guilherme Oliveira, Ronnie Alves
Metagenomics-based signature clustering and interactive visualization analysis. IJCNN (2018)