1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 1 cited
An Interpretable Rule Creation Method for Black-Box Models based on Surrogate Trees -- SRules
Mario Parrón Verdasco, Esteban García-Cuesta
As artificial intelligence (AI) systems become increasingly integrated into critical decision-making processes, the need for transparent and interpretable models has become paramou…
cs.LG2024
Combination of Weak Learners eXplanations to Improve Random Forest eXplicability Robustness
Riccardo Pala, Esteban García-Cuesta
The notion of robustness in XAI refers to the observed variations in the explanation of the prediction of a learned model with respect to changes in the input leading to that predi…
cs.CY2020
Artificial Intelligent Ethics in the Digital Era: an Engineering Ethical Framework Proposal
Esteban García-Cuesta
Nowadays technology is being adopted on every aspect of our lives and it is one of most important transformation driver in industry. Moreover, many of the systems and digital servi…