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2020 – today
- 2024
[j7]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: 124733 (2024)- [j6]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: 111469 (2024) - [j5]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:
iSee: A case-based reasoning platform for the design of explanation experiences. Knowl. Based Syst. 302: 112305 (2024) - [c18]Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Marta Caro-Martínez, Belén Díaz-Agudo, Derek G. Bridge, Anne Liret:
iSee: Advancing Multi-Shot Explainable AI Using Case-Based Recommendations. ECAI 2024: 4626-4633 - [c17]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: 81-95 - [c16]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: 96-110 - [c15]Marta Caro-Martínez, Jose L. Jorro-Aragoneses, Belén Díaz-Agudo, Juan A. Recio-García:
Graph-Based Interface for Explanations by Examples in Recommender Systems: A User Study. xAI (2) 2024: 28-41 - [c14]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:
Building Personalised XAI Experiences Through iSee: a Case-Based Reasoning-Driven Platform. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2024: 313-320 - [i1]Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Marta Caro-Martínez, Belén Díaz-Agudo, Derek G. Bridge, Anne Liret:
iSee: Advancing Multi-Shot Explainable AI Using Case-based Recommendations. CoRR abs/2408.12941 (2024) - 2023
- [j4]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): 202 (2023) - [j3]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): 4379-4409 (2023) - [j2]Marta Caro-Martínez, Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García:
iSeeE3 - The Explanation Experiences Editor. SoftwareX 21: 101311 (2023) - [c13]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: 169-184 - [c12]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: 172-183 - [c11]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: 185-199 - [d1]Humberto Parejas-Llanovarced, Jesus M. Darias, Marta Caro-Martínez, Juan A. Recio-García:
A case base of eXplainable Artificial Intelligence of the Things (XAIoT) systems. IEEE DataPort, 2023
- 2022
- [c10]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: 3-17 - [c9]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: 117-128 - [c8]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: 231-232 - 2021
- [j1]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: 557-589 (2021) - 2020
- [c7]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: 195-210
2010 – 2019
- 2019
- [c6]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: 17-32 - [c5]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: 33-48 - [c4]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: 121-132 - [c3]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: 140-154 - 2017
- [c2]Marta Caro-Martínez, Guillermo Jiménez-Díaz:
Similar Users or Similar Items? Comparing Similarity-Based Approaches for Recommender Systems in Online Judges. ICCBR 2017: 92-107 - 2015
- [c1]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: 80-89
Coauthor Index
aka: Juan Antonio Recio-García
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