Iván Sevillano-García

Orcid: 0000-0002-5029-9106

According to our database1, Iván Sevillano-García authored at least 7 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
SHIELD: A regularization technique for eXplainable Artificial Intelligence.
CoRR, 2024

2023
REVEL Framework to Measure Local Linear Explanations for Black-Box Models: Deep Learning Image Classification Case Study.
Int. J. Intell. Syst., 2023

Low-Impact Feature Reduction Regularization Term: How to Improve Artificial Intelligence with Explainability.
Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

Optimizing LIME Explanations Using REVEL Metrics.
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

2022
A tutorial on the segmentation of metallographic images: Taxonomy, new MetalDAM dataset, deep learning-based ensemble model, experimental analysis and challenges.
Inf. Fusion, 2022

2021
Slicer: Feature Learning for Class Separability with Least-Squares Support Vector Machine Loss and COVID-19 Chest X-Ray Case Study.
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

2020
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images.
IEEE J. Biomed. Health Informatics, 2020


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