Jesus M. Darias

11 papers C 5Journal 2Unranked 4
YearRankTypeTitle / Venue / Authors
2025 C conf
Evaluating Objective Metrics for Time Series Model Explainability.
ICCBR
Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García
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 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
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 J jnl
iSeeE3 - The Explanation Experiences Editor.
SoftwareX
Marta Caro-Martínez, Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García
2022 — conf
Applying explanation methods for the iterative refinement of an ANN-based depression screening tool.
ICCBR Workshops
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
2022 — conf
IREX: A reusable process for the iterative refinement and explanation of classification models.
ICCBR Workshops
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
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
2021 — conf
A Systematic Review on Model-agnostic XAI Libraries.
ICCBR Workshops
Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García