Publications

Trustworthy AI

2024
Explainability in Process Mining: A Framework for Improved Decision-Making
Explaining Bayesian Networks in Natural Language using Factor Arguments. Evaluation in the medical domain
27th European Conference on Artificial Intelligence (ECAI 2024)
Proceedings of the Workshop on the History of AI in Europe (WHAI@EU)
Measuring and implementing lexical alignment: A systematic literature review
Enseñando pensamiento computacional con perspectiva de género en las escuelas
Operationalizing Explainable Artificial Intelligence in the European Union Regulatory Ecosystem
A User Study on the Utility of Context-Aware Explanations for Assisting Data Scientists in Error Analysis of Fuzzy Decision Trees
Enriquecimiento de explicaciones interactivas en asistentes conversacionales usando redes de restricciones temporales difusas
XX CONFERENCIA DE LA ASOCIACIÓN ESPAÑOLA PARA LA INTELIGENCIA ARTIFICIAL (CAEPIA 20/21)
Enriching Interactive Explanations with Fuzzy Temporal Constraint Networks
TextFocus: Assessing the Faithfulness of Feature Attribution Methods Explanations in Natural Language Processing
Multi3Generation: Multitask, Multilingual, and Multimodal Language Generation
ParanoIA
Introducing User Feedback-Based Counterfactual Explanations (UFCE)
Sexism Detection on a Data Diet
An operational framework for guiding human evaluation in Explainable and Trustworthy AI
2023
Crawford, Kate (2023). Atlas de IA. Poder, política y costes planetarios de la inteligencia artificial Barcelona: Ned Ediciones
Investigating Human-Centered Perspectives in Explainable Artificial Intelligence
CL-XAI: Toward enriched Cognitive Learning with eXplainable Artificial Intelligence
Argumentative Conversational Agents for Explainable Artificial Intelligence
A Framework for the Automatic Description of Healthcare Processes in Natural Language: Application in an Aortic Stenosis Integrated Care Process
The role of Speculations for Explainable and Trustworthy Artificial Intelligence: A use case on Art Genre Classification
A Confusion Matrix for Evaluating Feature Attribution Methods
Aprendizaxe de materias de programación e intelixencia artificial con perspectiva de xénero
An Art Painting Style Explainable Classifier grounded on Logical and Commonsense Reasoning
AI literacy in K-12: a systematic literature review
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
The Role of Lexical Alignment in Human Understanding of Explanations by Conversational Agents
Trustworthy Artificial Intelligence in Alzheimer’s Disease: State of the Art, Opportunities, and Challenges
2022
A intelixencia artificial fiable: moda ou necesidade?
Providing female role models in STEM higher education careers, a teaching experience
XAS: Automatic yet eXplainable Age and Sex determination by combining imprecise per-tooth predictions
A Multistage Retrieval System for Health-related Misinformation Detection
FCE: Feedback based Counterfactual Explanations for Explainable AI
Perspectiva de género en Inteligencia Artificial, una necesidad
Explainable and Trustworthy Artificial Intelligence