José Diogo Marques dos Santos

According to our database, José Diogo Marques dos Santos authored at least 5 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2023

Explaining ANN-modeled fMRI Data with Path-Weights and Layer-Wise Relevance Propagation.

José Diogo Marques dos Santos, José Paulo Marques dos Santos

Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

Path-Weights and Layer-Wise Relevance Propagation for Explainability of ANNs with fMRI Data.

José Diogo Marques dos Santos, José Paulo Marques dos Santos

Proceedings of the Machine Learning, Optimization, and Data Science, 2023

Transparent Machine Learning Algorithms for Explainable AI on Motor fMRI Data.

José Diogo Marques dos Santos, David Machado, Manuel Fortunato

Proceedings of the Bioinformatics and Biomedical Engineering, 2023

2022

Path Weights Analyses in a Shallow Neural Network to Reach Explainable Artificial Intelligence (XAI) of fMRI Data.

José Diogo Marques dos Santos, José Paulo Marques dos Santos

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

Towards XAI: Interpretable Shallow Neural Network Used to Model HCP's fMRI Motor Paradigm Data.

José Diogo Marques dos Santos, José Paulo Marques dos Santos

Proceedings of the Bioinformatics and Biomedical Engineering, 2022