Jesus M. Darias

According to our database, Jesus M. Darias authored at least 11 papers between 2021 and 2024.

Collaborative distances:

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

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

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

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

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

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

2022

IREX: A reusable process for the iterative refinement and explanation of classification models.

Christian E. Sosa-Espadas, Manuel Cetina-Aguilar, Jose A. Soladrero, Jesus M. Darias, Esteban E. Brito-Borges, Nora L. Cuevas-Cuevas, Mauricio Gabriel Orozco-del-Castillo

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

Applying explanation methods for the iterative refinement of an ANN-based depression screening tool.

Christian E. Sosa-Espadas, Manuel Cetina-Aguilar, Jose A. Soladrero, Jesus M. Darias, Esteban E. Brito-Borges, Nora L. Cuevas-Cuevas, Mauricio Gabriel Orozco-del-Castillo

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

2021

A Systematic Review on Model-agnostic XAI Libraries.

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

Proceedings of the Workshops Proceedings for the 29th International Conference on Case-Based Reasoning co-located with the 29th International Conference on Case-Based Reasoning (ICCBR 2021), 2021