José de Sousa Ribeiro Filho

According to our database, José de Sousa Ribeiro Filho authored at least 9 papers between 2021 and 2024.

Collaborative distances:

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

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

Standing on the shoulders of giants.

Lucas Felipe Ferraro Cardoso, José de Sousa Ribeiro Filho, Vitor Cirilo Araujo Santos, Regiane S. Kawasaki Francês, Ronnie Cley de Oliveira Alves

CoRR, 2024

How Reliable and Stable are Explanations of XAI Methods?

José Ribeiro, Lucas Felipe Ferraro Cardoso, Vitor Cirilo Araujo Santos, Eduardo Carvalho, Nikolas Jorge S. Carneiro, Ronnie Alves

CoRR, 2024

2022

Black Box Model Explanations and the Human Interpretability Expectations - An Analysis in the Context of Homicide Prediction.

José Ribeiro, Nikolas Jorge S. Carneiro, Ronnie Alves

CoRR, 2022

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

José de S. Ribeiro, Lucas Felipe Ferraro Cardoso, Raíssa Lorena Silva da Silva, Vitor Cirilo Araujo Santos, Nikolas Jorge S. Carneiro, Ronnie Alves

CoRR, 2022

Explanation-by-Example Based on Item Response Theory.

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

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

2021

Does Dataset Complexity Matters for Model Explainers?

José Ribeiro, Raíssa Lorena Silva da Silva, Ronnie Alves

CoRR, 2021

Prediction of Homicides in Urban Centers: A Machine Learning Approach.

José Ribeiro, Lair Meneses, Denis Costa, Wando Miranda, Ronnie Alves

Proceedings of the Intelligent Systems and Applications, 2021

Does Dataset Complexity Matters for Model Explainers?

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

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