Marta Caro-Martínez

29 papers A 1C 11Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
A Practical Framework for Auditing Fairness in Medical AI.
IDEAL (2)
Andreea M. Oprescu, Jorge Vindel-Alfageme, Erik Campos-Espinosa, Marta Caro-Martínez, Belén Díaz-Agudo, M. Carmen Romero-Ternero, Juan A. Recio-García
2025 J jnl
Empowering Explainable Artificial Intelligence Through Case-Based Reasoning: A Comprehensive Exploration.
IEEE Trans. Knowl. Data Eng.
Preeja Pradeep, Marta Caro-Martínez, Anjana Wijekoon
2025 C conf
Visual Question Answering to Generate Case-Based Explanations for Image Classification.
ICCBR
Ángel Bastardo-Rojas, Marta Caro-Martínez
2024 J jnl
A practical exploration of the convergence of Case-Based Reasoning and Explainable Artificial Intelligence.
Expert Syst. Appl.
Preeja Pradeep, Marta Caro-Martínez, Anjana Wijekoon
2024 C conf
An Empirical Analysis of User Preferences Regarding XAI Metrics.
ICCBR
Jesus M. Darias, Betül Bayrak, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García
2024 — conf
Building Personalised XAI Experiences Through iSee: a Case-Based Reasoning-Driven Platform.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Marta Caro-Martínez, Anne Liret, Belén Díaz-Agudo, Juan A. Recio-García, Jesus M. Darias, Nirmalie Wiratunga, Anjana Wijekoon, Kyle Martin, Ikechukwu Nkisi-Orji, David Corsar, Chamath Palihawadana, Craig Pirie, Derek G. Bridge, Preeja Pradeep, Bruno Fleisch
2024 J jnl
Case-based selection of explanation methods for neural network image classifiers.
Knowl. Based Syst.
Humberto Parejas-Llanovarced, Marta Caro-Martínez, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García
2024 — conf
Graph-Based Interface for Explanations by Examples in Recommender Systems: A User Study.
xAI (2)
Marta Caro-Martínez, Jose L. Jorro-Aragoneses, Belén Díaz-Agudo, Juan A. Recio-García
2024 C conf
Use Case-Specific Reuse of XAI Strategies: Design and Analysis Through an Evaluation Metrics Library.
ICCBR
Marta Caro-Martínez, Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García
2024 J jnl
iSee: A case-based reasoning platform for the design of explanation experiences.
Knowl. Based Syst.
Marta Caro-Martínez, Juan A. Recio-García, Belén Díaz-Agudo, Jesus M. Darias, Nirmalie Wiratunga, Kyle Martin, Anjana Wijekoon, Ikechukwu Nkisi-Orji, David Corsar, Preeja Pradeep, Derek G. Bridge, Anne Liret
2024 A conf
iSee: Advancing Multi-Shot Explainable AI Using Case-Based Recommendations.
ECAI
Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Marta Caro-Martínez, Belén Díaz-Agudo, Derek G. Bridge, Anne Liret
2024 J jnl
iSee: Advancing Multi-Shot Explainable AI Using Case-based Recommendations.
CoRR
Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Marta Caro-Martínez, Belén Díaz-Agudo, Derek G. Bridge, Anne Liret
2023 J jnl
A graph-based approach for minimising the knowledge requirement of explainable recommender systems.
Knowl. Inf. Syst.
Marta Caro-Martínez, Guillermo Jiménez-Díaz, Juan A. Recio-García
2023 C conf
CBR Driven Interactive Explainable AI.
ICCBR
Anjana Wijekoon, Nirmalie Wiratunga, Kyle Martin, David Corsar, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Derek G. Bridge, Preeja Pradeep, Belén Díaz-Agudo, Marta Caro-Martínez
2023 J jnl
Local Model-Agnostic Explanations for Black-box Recommender Systems Using Interaction Graphs and Link Prediction Techniques.
Int. J. Interact. Multim. Artif. Intell.
Marta Caro-Martínez, Guillermo Jiménez-Díaz, Juan A. Recio-García
2023 C conf
Selecting Explanation Methods for Intelligent IoT Systems: A Case-Based Reasoning Approach.
ICCBR
Humberto Parejas-Llanovarced, Jesus M. Darias, Marta Caro-Martínez, Juan A. Recio-García
2023 — conf
The Current and Future Role of Visual Question Answering in eXplainable Artificial Intelligence.
ICCBR Workshops
Marta Caro-Martínez, Anjana Wijekoon, Belén Díaz-Agudo, Juan A. Recio-García
2023 J jnl
iSeeE3 - The Explanation Experiences Editor.
SoftwareX
Marta Caro-Martínez, Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García
2022 — conf
Conceptual Modelling of Explanation Experiences Through the iSeeOnto Ontology.
ICCBR Workshops
Marta Caro-Martínez, Anjana Wijekoon, Juan A. Recio-García, David Corsar, Ikechukwu Nkisi-Orji
2022 C conf
Using Case-Based Reasoning for Capturing Expert Knowledge on Explanation Methods.
ICCBR
Jesus M. Darias, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García
2022 — conf
iSee: Intelligent Sharing of Explanation Experiences.
ICCBR Workshops
Kyle Martin, Anjana Wijekoon, Nirmalie Wiratunga, Chamath Palihawadana, Ikechukwu Nkisi-Orji, David Corsar, Belén Díaz-Agudo, Juan A. Recio-García, Marta Caro-Martínez, Derek Bridge, Preeja Pradeep, Anne Liret, Bruno Fleisch
2021 J jnl
Conceptual Modeling of Explainable Recommender Systems: An Ontological Formalization to Guide Their Design and Development.
J. Artif. Intell. Res.
Marta Caro-Martínez, Guillermo Jiménez-Díaz, Juan A. Recio-García
2020 C conf
A User-Centric Evaluation to Generate Case-Based Explanations Using Formal Concept Analysis.
ICCBR
Jose Luis Jorro-Aragoneses, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García
2019 C conf
An Algorithm Independent Case-Based Explanation Approach for Recommender Systems Using Interaction Graphs.
ICCBR
Marta Caro-Martínez, Juan A. Recio-García, Guillermo Jiménez-Díaz
2019 C conf
Explanation of Recommenders Using Formal Concept Analysis.
ICCBR
Belén Díaz-Agudo, Marta Caro-Martínez, Juan A. Recio-García, Jose Luis Jorro-Aragoneses, Guillermo Jiménez-Díaz
2019 C conf
Personalized Case-Based Explanation of Matrix Factorization Recommendations.
ICCBR
Jose L. Jorro-Aragoneses, Marta Caro-Martínez, Juan Antonio Recio-García, Belén Díaz-Agudo, Guillermo Jiménez-Díaz
2019 — conf
SAFEWAY: An explainable context-aware recommender system for safe routes.
ICCBR Workshops
Juan A. Recio-García, Belén Díaz-Agudo, Jose L. Jorro-Aragoneses, Marta Caro-Martínez
2017 C conf
Similar Users or Similar Items? Comparing Similarity-Based Approaches for Recommender Systems in Online Judges.
ICCBR
Marta Caro-Martínez, Guillermo Jiménez-Díaz
2015 — conf
RACMA o cómo Dar Vida a un Mapa Mudo en el Museo de América.
CoSECivi
Marta Caro-Martínez, David Hernando-Hernandez, Guillermo Jiménez-Díaz