Iván Sevillano-García

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Chest Radiographs

Regularization Term

Top Venues

Int. J. Intell. Syst.

Publications

Iván Sevillano-García, Julián Luengo, Francisco Herrera
SHIELD: A regularization technique for eXplainable Artificial Intelligence. CoRR (2024)
Iván Sevillano-García, Julián Luengo, Francisco Herrera
Low-Impact Feature Reduction Regularization Term: How to Improve Artificial Intelligence with Explainability. xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
Iván Sevillano-García, Julián Luengo, Francisco Herrera
REVEL Framework to Measure Local Linear Explanations for Black-Box Models: Deep Learning Image Classification Case Study. Int. J. Intell. Syst. 2023 (2023)
Iván Sevillano-García, Julián Luengo, Francisco Herrera
Optimizing LIME Explanations Using REVEL Metrics. HAIS (2023)
Iván Sevillano-García, Julián Luengo-Martín, Francisco Herrera
REVEL Framework to measure Local Linear Explanations for black-box models: Deep Learning Image Classification case of study. CoRR (2022)
Julián Luengo, Raúl Moreno, Iván Sevillano-García, David Charte, Adrián Peláez-Vegas, Marta Fernández-Moreno, Pablo Mesejo, Francisco Herrera
A tutorial on the segmentation of metallographic images: Taxonomy, new MetalDAM dataset, deep learning-based ensemble model, experimental analysis and challenges. Inf. Fusion 78 (2022)
David Charte, Iván Sevillano-García, María Jesús Lucena-González, José Luis Martín-Rodríguez, Francisco Charte, Francisco Herrera
Slicer: Feature Learning for Class Separability with Least-Squares Support Vector Machine Loss and COVID-19 Chest X-Ray Case Study. HAIS (2021)