Iván Sevillano-García - Publications, H-index & Citations

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Iván Sevillano-García

andalusian research institute in data science and computational intelligence

3H-index

12Paper Count

415Citation Count

Published Papers 5

Publication Date

X-SHIELD: Regularization for explainable Artificial Intelligence

Machine Intelligence Research

IF8.7

2026-02-07

OAAI

Iván Sevillano-García; Julián Luengo; Francisco Herrera

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STOOD-X: Explainable out-of-distribution detection via nonparametric statistical testing on large-scale datasets

Pattern Recognition

IF7.6

2026-02-07

OAAI

Iván Sevillano-García; Julián Luengo; Francisco Herrera

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A Three-level Framework for LLM-enhanced Explainable AI: From Technical Explanations to Natural Language

Information Systems Frontiers

IF8.3

2025-12-22

OAAI

Marilyn Bello; Rafael Bello; María-Matilde García; Ann Nowé; Iván Sevillano-García; Francisco Herrera

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REVEL Framework to Measure Local Linear Explanations for Black-Box Models: Deep Learning Image Classification Case Study

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2023-06-03

OAAI

Sevillano-Garcia, Ivan; Luengo, Julian; Herrera, Francisco

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COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2020-12-01

179

OAAI

Tabik, S.; Gomez-Rios, A.; Martin-Rodriguez, J. L.; Sevillano-Garcia, I; Rey-Area, M.; Charte, D.; Guirado, E.; Suarez, J. L.; Luengo, J.; Valero-Gonzalez, M. A.; Garcia-Villanova, P.; Olmedo-Sanchez, E.; Herrera, F.

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Research Directions