Lucas F. F. Cardoso

According to our database, Lucas F. F. Cardoso authored at least 5 papers between 2020 and 2022.

Collaborative distances:

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

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 Cirilo Araujo Santos, Níkolas 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 P. Mota, Ricardo B. C. Prudêncio, Ronnie Cley de Oliveira Alves

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

2021

Data vs classifiers, who wins?

Lucas F. F. Cardoso, Vitor Cirilo Araujo Santos, Regiane S. Kawasaki Francês, Ricardo B. C. Prudêncio, Ronnie Cley de Oliveira Alves

CoRR, 2021

Does Dataset Complexity Matters for Model Explainers?

José de S. Ribeiro, Raíssa Lorena Silva da Silva, Lucas F. F. Cardoso, Ronnie Alves

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Decoding Machine Learning Benchmarks.

Lucas F. F. Cardoso, Vitor Cirilo Araujo Santos, Regiane S. K. Francês, Ricardo B. C. Prudêncio, Ronnie Cley de Oliveira Alves

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