Publications

How to Evaluate Fuzzy Linguistic Summaries and Fuzzy Association Rules? A Pilot User Study in Monitoring Bipolar and Depressive Disorders

Trustworthy Data-driven Chronological Age Estimation from Panoramic Dental Images

Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection

Generando explicaciones fiables por medio de un modelo de lenguaje enriquecido por sistemas basados en reglas borrosas

AffeX: a real-time emotion monitoring and visualization tool. (Demo)

Generating trustworthy explanations with a language model enriched by fuzzy rule-based systems

Virtual Assistant supported by Fusion of Fuzzy Rule-based Explainers

CONFIA: Cara ao desenvolvemento dunha IA fiable

The role of user feedback in enhancing understanding and trust in counterfactual explanations for explainable AI

A proof of concept on dialogue games for explainable artificial intelligence

27th European Conference on Artificial Intelligence (ECAI 2024)

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

Enriching Interactive Explanations with Fuzzy Temporal Constraint Networks

TextFocus: Assessing the Faithfulness of Feature Attribution Methods Explanations in Natural Language Processing

ReproHum #0927-3: Reproducing The Human Evaluation Of The DExperts Controlled Text Generation Method

Sexism Detection on a Data Diet

Introducing User Feedback-Based Counterfactual Explanations (UFCE)

An Empirical Study on the Number of Items in Human Evaluation of Automatically Generated Texts

An operational framework for guiding human evaluation in Explainable and Trustworthy AI

Investigating Human-Centered Perspectives in Explainable Artificial Intelligence

CL-XAI: Toward enriched Cognitive Learning with eXplainable Artificial Intelligence

The role of Speculations for Explainable and Trustworthy Artificial Intelligence: A use case on Art Genre Classification

Some lessons learned reproducing human evaluation of a data-to-text system

Beyond Prediction Similarity: ShapGAP for Evaluating Faithful Surrogate Models in XAI

A Confusion Matrix for Evaluating Feature Attribution Methods

Exploring the balance between interpretability and performance with carefully designed constrainable neural additive models

Information-Seeking Dialogue for Explainable Artificial Intelligence: Modelling and Analytics

An Art Painting Style Explainable Classifier grounded on Logical and Commonsense Reasoning

Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence

Trustworthy Artificial Intelligence in Alzheimer’s Disease: State of the Art, Opportunities, and Challenges

An empirical study on how humans appreciate automated counterfactual explanations which embrace imprecise information

A intelixencia artificial fiable: moda ou necesidade?

Automatic detection of Alzheimer’s disease progression: An efficient information fusion approach with heterogeneous ensemble classifiers

Dealing with hallucination and omission in neural Natural Language Generation: A use case on meteorology

Measuring Model Understandability by means of Shapley Additive Explanations

FCE: Feedback based Counterfactual Explanations for Explainable AI

Interpretable Clinical Time-Series Modeling with Intelligent Feature Selection for Early Prediction of Antimicrobial Multidrug Resistance

Explainable and Trustworthy Artificial Intelligence

Prometheus: Harnessing Fuzzy Logic and Natural Language for Human-centric Explainable Artificial Intelligence

Evaluación empírica de modelos de cuantificación borrosa aplicados a un agente conversacional

A Framework for Analyzing Fairness, Accountability, Transparency and Ethics: A Use-case in Banking Services

Automatic linguistic reporting of customer activity patterns in open malls

Factual and Counterfactual Explanation of Fuzzy Information Granules

Modelling of the adsorption of urea herbicides by tropical soils with an Adaptive-Neural-based Fuzzy Inference System

Explainable Fuzzy Systems - Paving the Way from Interpretable Fuzzy Systems to Explainable AI Systems

A Multilayer Multimodal Detection and Prediction Model based on Explainable Artificial Intelligence for Alzheimer’s Disease

A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence

Robust Hybrid Deep Learning Models for Alzheimer’s Progression Detection

Proceedings of the 2nd Workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence (NL4XAI)

Towards Harnessing Natural Language Generation to Explain Black-box Models

A proof of concept on triangular test evaluation for Natural Language Generation

Plenary Talk on "Interactive Natural Language Technology for Human-Centric Explainable Artificial Intelligence"

Proceedings of the Workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence (NL4XAI)

Estimation of customer activity patterns in open malls by means of combining localization and process mining techniques

Plenary Talk on "Paving the way from Fuzzy Logic towards Explainable Artificial Intelligence"

La confianza en las máquinas inteligentes

Interactive Natural Language Technology for Explainable Artificial Intelligence

Proceedings of the 1st Doctoral Consortium at the European Conference on Artificial Intelligence (DC-ECAI 2020)

Teaching Explainable Artificial Intelligence to High School Students

Generation and Evaluation of Factual and Counterfactual Explanations for Decision Trees and Fuzzy Rule-based Classifiers

Experimental Study on Generating Multi-modal Explanations of Black-box Classifiers in terms of Gray-box Classifiers

Building Explanations for Fuzzy Decision Trees with the ExpliClas Software

Design of Fuzzy Controllers for Embedded Systems with JFML

Paving the way towards counterfactual generation in argumentative conversational agents

Explainable Artificial Intelligence for Human-Centric Data Analysis in Virtual Learning Environments

Explainable Artificial Intelligence for Kids

Py4JFML: A Python wrapper for using the IEEE Std 1855-2016 through JFML

ExpliClas: Automatic Generation of Explanations in Natural Language for Weka Classifiers

The use of an Explainable Artificial Intelligence Tool for Decision-making Support in Virtual Learning Environments

Metodología de aprendizaje electrónico móvil (m-learning) mediante gamificación para desarrollar competencias transversales en titulaciones universitarias

Modeling human perceptions in e-Commerce applications. A case study on business-to-consumers websites in the textile and fashion sector

From Zadeh's computing with words towards explainable Artificial Intelligence

Paving the way to explainable Artificial Intelligence with fuzzy modeling

The role of interpretable fuzzy systems in designing cognitive cities

Fuzzy-Based Language Grounding of Geographical References: From Writers to Readers

Proceedings of the Workshop on Intelligent Interactive Systems and Language Generation

JFML: A Java Library to Design Fuzzy Logic Systems According to the IEEE Std 1855-2016

Meteorologists and Students: A resource for language grounding of geographical descriptors

Supporting Content Design with an Eye Tracker: The Case of Weather-based Recommendations

Sorption of phenylurea herbicides by soils: Modelling uncertainty and ruling factors with an artificial neural-based fuzzy inference system

Desarrollo de un repositorio común de contenidos para facilitar el proceso enseñanza-aprendizaje

Aplicando Gamificación con Kahoot en el desarrollo de competencias

Modelado borroso de referencias geográficas textuales sobre datos de expertos

Generación Automática de Explicaciones en Lenguaje Natural para Árboles de Decisión de Clasificación

ExpliClas: Un Servicio Web que Genera Automáticamente Explicaciones en Lenguaje Natural de Árboles de Decisión para Clasificación

An ontology-based interpretable fuzzy decision support system for diabetes diagnosis

Hybrid Data-Expert Explainable Beer Style Classifier

Explainable AI Beer Style Classifier

A bibliometric analysis of the explainable artificial intelligence research field

Toward automatic generation of linguistic advice for saving energy at home

Fuzzy classifier ensembles for hierarchical WiFi-based semantic indoor localization

Building Cognitive Cities with Explainable Artificial Intelligent Systems

New Types of Computational Perceptions: Linguistic Descriptions in Deforestation Analysis

Proceedings of the 10th International Conference on Natural Language Generation

Linguistic Descriptions for Cognitive Cities: an Illustrative Use Case

Using fuzzy sets in a data-to-text system for business service intelligence

An Essay on Self-explanatory Computational Intelligence: A Linguistic Model of Data Processing Systems

Invited talk on "eXplainable Computational Intelligence: paving the way from Smart to Cognitive Cities"

Linguistic Description of Complex Phenomena with the rLDCP R Package

Natural Language Generation with Computational Intelligence [Editorial]

An Empirical Approach for Modeling Fuzzy Geographical Descriptors

Invited tutorial on software for fuzzy computing

Looking for a real-world-semantics-based approach to the interpretability of fuzzy systems

rLDCP: R package for text generation from data

An Exploratory Study on the Benefits of using Natural Language for Explaining Fuzzy Rule-based Systems

Generating Automatic Linguistic Descriptions with Big Data

Continuous space estimation: Increasing WiFi-based indoor localization resolution without increasing the site-survey effort

Inteligencia emocional: diseño metodológico para la mejora del análisis de calidad de servicio on-line

Special Issue on selected papers from the IFSA-EUSFLAT2015 conference

Special Issue on Computational Intelligence Software

A survey of fuzzy systems software: Taxonomy, current research trends, and prospects

Special Issue on Software Tools for Soft Computing

SPECIAL ISSUE: Selected papers of the XIV Spanish Conference on Fuzzy Logic and Technologies (ESTYLF2008)