José Paulo Marques dos Santos

According to our database, José Paulo Marques dos Santos authored at least 11 papers between 2011 and 2025.

Collaborative distances:

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

2025

Decoding Mental States in Social Cognition: Insights from Explainable Artificial Intelligence on HCP fMRI Data.

José Diogo Marques dos Santos, Luís Paulo Reis, José Paulo Marques dos Santos

Mach. Learn. Knowl. Extr., 2025

Enhancing Consumer Insights Through Multimodal Artificial Intelligence and Affective Computing.

Inês César, Ivo Pereira, Fátima Rodrigues, Vera L. Miguéis, Susana Nicola, Ana Madureira, José Luís Reis, José Paulo Marques dos Santos, Duarte Coelho, Daniel Alves de Oliveira

IEEE Access, 2025

2024

A Systematic Review on Responsible Multimodal Sentiment Analysis in Marketing Applications.

Inês César, Ivo Pereira, Fátima Rodrigues, Vera L. Miguéis, Susana Nicola, Ana Madureira, José Luís Reis, José Paulo Marques dos Santos, Daniel Alves de Oliveira

IEEE Access, 2024

Path-Weight-Based Pruning and SHAP-Based Explanations of an ANN with fMRI Data.

José Diogo Marques dos Santos, José Paulo Marques dos Santos

Proceedings of the Machine Learning, Optimization, and Data Science, 2024

Future Perspectives in Healthcare: An Analysis of Augmented Reality and Spatial Computing in Hospital Environments.

Carlos Alves, José Luís Reis, José Paulo Marques dos Santos, Luís Mendes Gomes, José Machado

Proceedings of the 15th International Conference on Ambient Systems, 2024

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

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

2014

'Mind Reading': Hitting Cognition by Using ANNs to Analyze fMRI Data in a Paradigm Exempted from Motor Responses.

José Paulo Marques dos Santos, Luiz Moutinho, Miguel Castelo-Branco

Proceedings of the International Workshop on Artificial Neural Networks and Intelligent Information Processing, 2014

2011

Tackling the Cognitive Processes That Underlie Brands' Assessments Using Artificial Neural Networks and Whole Brain fMRI Acquisitions.

José Paulo Marques dos Santos, Luiz Moutinho

Proceedings of the 2011 International Workshop on Pattern Recognition in NeuroImaging, 2011