José Diogo Marques dos Santos

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 5

Top Topics

Weight Function

Feedforward Artificial Neural Networks

Learning Algorithm

Top Venues

xAI (Late-breaking Work, Demos, Doctoral Consortium)

Publications

José Diogo Marques dos Santos, José Paulo Marques dos Santos
Path-Weights and Layer-Wise Relevance Propagation for Explainability of ANNs with fMRI Data. LOD (2) (2023)
José Diogo Marques dos Santos, José Paulo Marques dos Santos
Explaining ANN-modeled fMRI Data with Path-Weights and Layer-Wise Relevance Propagation. xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
José Diogo Marques dos Santos, David Machado, Manuel Fortunato
Transparent Machine Learning Algorithms for Explainable AI on Motor fMRI Data. IWBBIO (2) (2023)
José Diogo Marques dos Santos, José Paulo Marques dos Santos
Path Weights Analyses in a Shallow Neural Network to Reach Explainable Artificial Intelligence (XAI) of fMRI Data. LOD (2) (2022)
José Diogo Marques dos Santos, José Paulo Marques dos Santos
Towards XAI: Interpretable Shallow Neural Network Used to Model HCP's fMRI Motor Paradigm Data. IWBBIO (2) (2022)