Marta Caro-Martínez

According to our database, Marta Caro-Martínez authored at least 26 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Case-based selection of explanation methods for neural network image classifiers.

Humberto Parejas-Llanovarced, Marta Caro-Martínez, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García

Knowl. Based Syst., 2024

iSee: A case-based reasoning platform for the design of explanation experiences.

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

Knowl. Based Syst., 2024

A practical exploration of the convergence of Case-Based Reasoning and Explainable Artificial Intelligence.

Preeja Pradeep, Marta Caro-Martínez, Anjana Wijekoon

Expert Syst. Appl., 2024

Building Personalised XAI Experiences Through iSee: a Case-Based Reasoning-Driven Platform.

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

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

Graph-Based Interface for Explanations by Examples in Recommender Systems: A User Study.

Marta Caro-Martínez, Jose L. Jorro-Aragoneses, Belén Díaz-Agudo, Juan A. Recio-García

Proceedings of the Explainable Artificial Intelligence, 2024

An Empirical Analysis of User Preferences Regarding XAI Metrics.

Jesus M. Darias, Betül Bayrak, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García

Proceedings of the Case-Based Reasoning Research and Development, 2024

Use Case-Specific Reuse of XAI Strategies: Design and Analysis Through an Evaluation Metrics Library.

Marta Caro-Martínez, Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García

Proceedings of the Case-Based Reasoning Research and Development, 2024

iSee: Advancing Multi-Shot Explainable AI Using Case-Based Recommendations.

Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Marta Caro-Martínez, Belén Díaz-Agudo, Derek G. Bridge, Anne Liret

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

A graph-based approach for minimising the knowledge requirement of explainable recommender systems.

Marta Caro-Martínez, Guillermo Jiménez-Díaz, Juan A. Recio-García

Knowl. Inf. Syst., October, 2023

A case base of eXplainable Artificial Intelligence of the Things (XAIoT) systems.

Humberto Parejas-Llanovarced, Jesus M. Darias, Marta Caro-Martínez, Juan A. Recio-García

Dataset, April, 2023

iSeeE3 - The Explanation Experiences Editor.

Marta Caro-Martínez, Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García

SoftwareX, February, 2023

Local Model-Agnostic Explanations for Black-box Recommender Systems Using Interaction Graphs and Link Prediction Techniques.

Marta Caro-Martínez, Guillermo Jiménez-Díaz, Juan A. Recio-García

Int. J. Interact. Multim. Artif. Intell., 2023

CBR Driven Interactive Explainable AI.

Anjana Wijekoon, Nirmalie Wiratunga, Kyle Martin, David Corsar, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Derek G. Bridge, Preeja Pradeep, Belén Díaz-Agudo, Marta Caro-Martínez

Proceedings of the Case-Based Reasoning Research and Development, 2023

Selecting Explanation Methods for Intelligent IoT Systems: A Case-Based Reasoning Approach.

Humberto Parejas-Llanovarced, Jesus M. Darias, Marta Caro-Martínez, Juan A. Recio-García

Proceedings of the Case-Based Reasoning Research and Development, 2023

The Current and Future Role of Visual Question Answering in eXplainable Artificial Intelligence.

Marta Caro-Martínez, Anjana Wijekoon, Belén Díaz-Agudo, Juan A. Recio-García

Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), 2023

2022

iSee: Intelligent Sharing of Explanation Experiences.

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

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

Using Case-Based Reasoning for Capturing Expert Knowledge on Explanation Methods.

Jesus M. Darias, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García

Proceedings of the Case-Based Reasoning Research and Development, 2022

Conceptual Modelling of Explanation Experiences Through the iSeeOnto Ontology.

Marta Caro-Martínez, Anjana Wijekoon, Juan A. Recio-García, David Corsar, Ikechukwu Nkisi-Orji

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

2021

Conceptual Modeling of Explainable Recommender Systems: An Ontological Formalization to Guide Their Design and Development.

Marta Caro-Martínez, Guillermo Jiménez-Díaz, Juan A. Recio-García

J. Artif. Intell. Res., 2021

2020

A User-Centric Evaluation to Generate Case-Based Explanations Using Formal Concept Analysis.

Jose Luis Jorro-Aragoneses, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García

Proceedings of the Case-Based Reasoning Research and Development, 2020

2019

SAFEWAY: An explainable context-aware recommender system for safe routes.

Juan A. Recio-García, Belén Díaz-Agudo, Jose L. Jorro-Aragoneses, Marta Caro-Martínez

Proceedings of the Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning co-located with the Twenty-seventh International Conference on Case-Based Reasoning (ICCBR 2019), 2019

Personalized Case-Based Explanation of Matrix Factorization Recommendations.

Jose L. Jorro-Aragoneses, Marta Caro-Martínez, Juan Antonio Recio-García, Belén Díaz-Agudo, Guillermo Jiménez-Díaz

Proceedings of the Case-Based Reasoning Research and Development, 2019

Explanation of Recommenders Using Formal Concept Analysis.

Belén Díaz-Agudo, Marta Caro-Martínez, Juan A. Recio-García, Jose Luis Jorro-Aragoneses, Guillermo Jiménez-Díaz

Proceedings of the Case-Based Reasoning Research and Development, 2019

An Algorithm Independent Case-Based Explanation Approach for Recommender Systems Using Interaction Graphs.

Marta Caro-Martínez, Juan A. Recio-García, Guillermo Jiménez-Díaz

Proceedings of the Case-Based Reasoning Research and Development, 2019

2017

Similar Users or Similar Items? Comparing Similarity-Based Approaches for Recommender Systems in Online Judges.

Marta Caro-Martínez, Guillermo Jiménez-Díaz

Proceedings of the Case-Based Reasoning Research and Development, 2017

2015

RACMA o cómo Dar Vida a un Mapa Mudo en el Museo de América.

Marta Caro-Martínez, David Hernando-Hernandez, Guillermo Jiménez-Díaz

Proceedings of the Proceedings 2st Congreso de la Sociedad Española para las Ciencias del Videojuego, 2015