Marta Caro-Martínez

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 21

Top Topics

Expert Knowledge

Conceptual Modelling

Recommender Systems

Link Prediction

Top Venues

ICCBR Workshops

Int. J. Interact. Multim. Artif. Intell.

Publications

Marta Caro-Martínez, Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García
Use Case-Specific Reuse of XAI Strategies: Design and Analysis Through an Evaluation Metrics Library. ICCBR (2024)
Humberto Parejas-Llanovarced, Marta Caro-Martínez, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García
Case-based selection of explanation methods for neural network image classifiers. Knowl. Based Syst. 288 (2024)
Jesus M. Darias, Betül Bayrak, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García
An Empirical Analysis of User Preferences Regarding XAI Metrics. ICCBR (2024)
Preeja Pradeep, Marta Caro-Martínez, Anjana Wijekoon
A practical exploration of the convergence of Case-Based Reasoning and Explainable Artificial Intelligence. Expert Syst. Appl. 255 (2024)
Marta Caro-Martínez, Guillermo Jiménez-Díaz, Juan A. Recio-García
Local Model-Agnostic Explanations for Black-box Recommender Systems Using Interaction Graphs and Link Prediction Techniques. Int. J. Interact. Multim. Artif. Intell. 8 (2) (2023)
Marta Caro-Martínez, Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García
iSeeE3 - The Explanation Experiences Editor. SoftwareX 21 (2023)
Anjana Wijekoon, Nirmalie Wiratunga, Kyle Martin, David Corsar, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Derek G. Bridge, Preeja Pradeep, Belén Díaz-Agudo, Marta Caro-Martínez
CBR Driven Interactive Explainable AI. ICCBR (2023)
Marta Caro-Martínez, Anjana Wijekoon, Belén Díaz-Agudo, Juan A. Recio-García
The Current and Future Role of Visual Question Answering in eXplainable Artificial Intelligence. ICCBR Workshops (2023)
Humberto Parejas-Llanovarced, Jesus M. Darias, Marta Caro-Martínez, Juan A. Recio-García
Selecting Explanation Methods for Intelligent IoT Systems: A Case-Based Reasoning Approach. ICCBR (2023)
Marta Caro-Martínez, Guillermo Jiménez-Díaz, Juan A. Recio-García
A graph-based approach for minimising the knowledge requirement of explainable recommender systems. Knowl. Inf. Syst. 65 (10) (2023)
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
iSee: Intelligent Sharing of Explanation Experiences. ICCBR Workshops (2022)
Jesus M. Darias, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García
Using Case-Based Reasoning for Capturing Expert Knowledge on Explanation Methods. ICCBR (2022)
Marta Caro-Martínez, Anjana Wijekoon, Juan A. Recio-García, David Corsar, Ikechukwu Nkisi-Orji
Conceptual Modelling of Explanation Experiences Through the iSeeOnto Ontology. ICCBR Workshops (2022)
Marta Caro-Martínez, Guillermo Jiménez-Díaz, Juan A. Recio-García
Conceptual Modeling of Explainable Recommender Systems: An Ontological Formalization to Guide Their Design and Development. J. Artif. Intell. Res. 71 (2021)
Jose Luis Jorro-Aragoneses, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García
A User-Centric Evaluation to Generate Case-Based Explanations Using Formal Concept Analysis. ICCBR (2020)
Marta Caro-Martínez, Juan A. Recio-García, Guillermo Jiménez-Díaz
An Algorithm Independent Case-Based Explanation Approach for Recommender Systems Using Interaction Graphs. ICCBR (2019)
Belén Díaz-Agudo, Marta Caro-Martínez, Juan A. Recio-García, Jose Luis Jorro-Aragoneses, Guillermo Jiménez-Díaz
Explanation of Recommenders Using Formal Concept Analysis. ICCBR (2019)
Juan A. Recio-García, Belén Díaz-Agudo, Jose L. Jorro-Aragoneses, Marta Caro-Martínez
SAFEWAY: An explainable context-aware recommender system for safe routes. ICCBR Workshops (2019)
Jose L. Jorro-Aragoneses, Marta Caro-Martínez, Juan Antonio Recio-García, Belén Díaz-Agudo, Guillermo Jiménez-Díaz
Personalized Case-Based Explanation of Matrix Factorization Recommendations. ICCBR (2019)
Marta Caro-Martínez, Guillermo Jiménez-Díaz
Similar Users or Similar Items? Comparing Similarity-Based Approaches for Recommender Systems in Online Judges. ICCBR (2017)
Marta Caro-Martínez, David Hernando-Hernandez, Guillermo Jiménez-Díaz
RACMA o cómo Dar Vida a un Mapa Mudo en el Museo de América. CoSECivi (2015)