Tackling the Cognitive Processes That Underlie Brands' Assessments Using Artificial Neural Networks and Whole Brain fMRI Acquisitions. - José Paulo Marques dos Santos; Luiz Moutinho (PRNI, 2011)

'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 (ANNIIP, 2014)

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 (IWBBIO (2), 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 (LOD (2), 2022)

Path-Weights and Layer-Wise Relevance Propagation for Explainability of ANNs with fMRI Data. - José Diogo Marques dos Santos; José Paulo Marques dos Santos (LOD (2), 2023)

Explaining ANN-modeled fMRI Data with Path-Weights and Layer-Wise Relevance Propagation. - José Diogo Marques dos Santos; José Paulo Marques dos Santos (xAI (Late-breaking Work, Demos, Doctoral Consortium), 2023)

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 001 (ANT/EDI40, 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 (LOD (3), 2024)

A Systematic Review on Responsible Multimodal Sentiment Analysis in Marketing Applications. - Inês César; Ivo Pereira; Fátima Rodrigues 001; Vera L. Miguéis; Susana Nicola; Ana Madureira; José Luís Reis; José Paulo Marques dos Santos; Daniel Alves de Oliveira (IEEE Access, 2024)

Enhancing Consumer Insights Through Multimodal Artificial Intelligence and Affective Computing. - Inês César; Ivo Pereira; Fátima Rodrigues 001; Vera L. Miguéis; Susana Nicola; Ana Madureira; José Luís Reis; José Paulo Marques dos Santos; Duarte Coelho; Daniel Alves de Oliveira (IEEE Access, 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)