José de S. Ribeiro

According to our database, José de S. Ribeiro authored at least 6 papers between 2021 and 2022.

Collaborative distances:

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

2022

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

José de S. Ribeiro, Níkolas Carneiro, Ronnie Alves

CoRR, 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

Does Dataset Complexity Matters for Model Explainers?

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

CoRR, 2021

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

José de S. 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 F. F. Cardoso, Ronnie Alves

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