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José de Sousa Ribeiro Filho's Projects

conexi icon conexi

A tool aimed at combining Explanations and Interpretations rank's, called ConeXi.

ensinoalgoritmospcd icon ensinoalgoritmospcd

Este repositório possui materiais adicionais do artigo "Relato de Experiência do Ensino de Algoritmos para Aluno com Cegueira Total" submetido ao Workshop sobre Educação em Computação (WEI) 2024.

exirt icon exirt

A Explainable Artificial Intelligence tool focused in ensemble black box models, based in Item Response Theory, called eXirt.

exirt-xai-pipeline icon exirt-xai-pipeline

This is a repository for reproducibility purposes. In this research, a large number of datasets were used to create different ML models, which were then explained by XAI measures. Proposing a new measure of XAI called eXirt.

jhlsyn icon jhlsyn

HLSyn speech synthesizer developed in java.

pred2town icon pred2town

This is a repository for reproducibility purposes. In this research, a homicide crime prediction model was developed that can be replicated in other locations around the world.

pred2town-and-xai icon pred2town-and-xai

This is a repository for reproducibility purposes. In this research, a homicide crime prediction model was developed and different Explainable Artificial Intelligence measures were applied to it.

xai-benchmark icon xai-benchmark

This is a repository for reproducibility purposes. In this research, a large number of datasets were used to create different ML models, which were then explained by XAI measures. Seeking to identify situations where XAI measures agreed or disagreed with each other.

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