MARTA
CARO MARTÍNEZ
Profesora ayudante doctora
Publicacións (17) Publicacións de MARTA CARO MARTÍNEZ
2024
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Case-based selection of explanation methods for neural network image classifiers
Knowledge-Based Systems, Vol. 288
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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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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Local model-agnostic explanations for black-box recommender systems using interaction graphs and link prediction techniques
IJIMAI, Vol. 8, Núm. 2, pp. 202-212
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Selecting Explanation Methods for Intelligent IoT Systems: A Case-Based Reasoning Approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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The Current and Future Role of Visual Question Answering in eXplainable Artificial Intelligence
CEUR Workshop Proceedings
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iSeeE3 — The Explanation Experiences Editor
SoftwareX, Vol. 21
2022
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Conceptual Modelling of Explanation Experiences Through the iSeeOnto Ontology
CEUR Workshop Proceedings
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Using Case-Based Reasoning for Capturing Expert Knowledge on Explanation Methods
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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iSee: Intelligent Sharing of Explanation Experiences
CEUR Workshop Proceedings
2021
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Conceptual modeling of explainable recommender systems: An ontological formalization to guide their design and development
Journal of Artificial Intelligence Research, Vol. 71, pp. 557-589
2020
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A User-Centric Evaluation to Generate Case-Based Explanations Using Formal Concept Analysis
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019
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An Algorithm Independent Case-Based Explanation Approach for Recommender Systems Using Interaction Graphs
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Explanation of Recommenders Using Formal Concept Analysis
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Personalized Case-Based Explanation of Matrix Factorization Recommendations
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017
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Similar users or similar items? Comparing similarity-based approaches for recommender systems in online judges
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015
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RACMA o cómo dar vida a un mapa mudo en el Museo de América
CEUR Workshop Proceedings