Jesus M. Darias

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Expert Knowledge

Iterative Refinement

Benchmark Datasets

User Preferences

Top Venues

ICCBR Workshops

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)
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)
Marta Caro-Martínez, Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García
iSeeE3 - The Explanation Experiences Editor. SoftwareX 21 (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)
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)
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
Applying explanation methods for the iterative refinement of an ANN-based depression screening tool. ICCBR Workshops (2022)
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
IREX: A reusable process for the iterative refinement and explanation of classification models. ICCBR Workshops (2022)
Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García
A Systematic Review on Model-agnostic XAI Libraries. ICCBR Workshops (2021)