josesousaribeiro

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.

Language:Jupyter Notebook2 10

eXirt

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

Language:PythonCC0-1.01 50

JHLSyn

HLSyn speech synthesizer developed in java.

CC0-1.0100

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.

Language:Jupyter Notebook1 10

ConeXi

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

Language:PythonCC0-1.0010

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.

CC0-1.0000

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.

Language:Jupyter NotebookCC0-1.0010

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.

Language:Jupyter NotebookCC0-1.0020

XAI-eXirt-vs-Trust

Este repositório possui o código desenvolvido no artigo do eXirt voltado para ICC na perspectiva da confiança

Language:PythonCC0-1.0000