GAIA
Grupo de aplicaciones de inteligencia artificial
Publicaciones (307) Publicaciones en las que ha participado algún/a investigador/a
2024
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A Progress-Based Algorithm for Interpretable Reinforcement Learning in Regression Testing
IEEE Transactions on Games
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A practical exploration of the convergence of Case-Based Reasoning and Explainable Artificial Intelligence
Expert Systems with Applications, Vol. 255
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An Empirical Analysis of User Preferences Regarding XAI Metrics
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Case-based selection of explanation methods for neural network image classifiers
Knowledge-Based Systems, Vol. 288
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Checking Different Video Game Mechanics to Assess Cognitive Abilities in Groups with and without Emotional Problems
Journal of Intelligence, Vol. 12, Núm. 1
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Counterfactual Explanation of a Classification Model for Detecting SQL Injection Attacks
CEUR Workshop Proceedings
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Experiential Questioning for VQA
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Explainable Classification System for Hip Fractures: A Hybrid CBR+LLM Surrogate Approach
CEUR Workshop Proceedings
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Graph-Based Interface for Explanations by Examples in Recommender Systems: A User Study
Communications in Computer and Information Science
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Item-Specific Similarity Assessments for Explainable Depression Screening
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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STEG-XAI: explainable steganalysis in images using neural networks
Multimedia Tools and Applications, Vol. 83, Núm. 17, pp. 50601-50618
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Use Case-Specific Reuse of XAI Strategies: Design and Analysis Through an Evaluation Metrics Library
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Visualization of Similarity Models for CBR Comprehension and Maintenance
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023
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A graph-based approach for minimising the knowledge requirement of explainable recommender systems
Knowledge and Information Systems, Vol. 65, Núm. 10, pp. 4379-4409
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AI Behavior Graphs: A Visual Toolkit for Defining NPC Specifications for Regression Testing
CEUR Workshop Proceedings
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Becalm: Intelligent Monitoring of Respiratory Patients
IEEE Journal of Biomedical and Health Informatics, Vol. 27, Núm. 8, pp. 3806-3817
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CBR Driven Interactive Explainable AI
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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CBR-fox: A Case-Based Explanation Method for Time Series Forecasting Models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Case-based Explanation of Classification Models for the Detection of SQL Injection Attacks
CEUR Workshop Proceedings