5 citations · 10 across the 4 of their papers we have counts for
4 papers
Evaluating Explanatory Capabilities of Machine Learning Models in Medical Diagnostics: A Human-in-the-Loop Approach
José Bobes-Bascarán, Eduardo Mosqueira-Rey, Ángel Fernández-Leal +5
This paper presents a comprehensive study on the evaluation of explanatory capabilities of machine learning models, with a focus on Decision Trees, Random Forest and XGBoost models…
Hybrid Classic-Quantum Computing for Staging of Invasive Ductal Carcinoma of Breast
Vicente Moret-Bonillo, Eduardo Mosqueira-Rey, Samuel Magaz-Romero +1
Despite the great current relevance of Artificial Intelligence, and the extraordinary innovations that this discipline has brought to many fields -among which, without a doubt, med…
A Convolutional Network for Sleep Stages Classification
Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Alvarez-Estevez +1
Sleep stages classification is a crucial task in the context of sleep studies. It involves the simultaneous analysis of multiple signals recorded during sleep. However, it is compl…
Uncertainty in Quantum Rule-Based Systems
Vicente Moret-Bonillo, Isaac Fernández-Varela, Diego Alvarez-Estevez
This article deals with the problem of the uncertainty in rule-based systems (RBS), but from the perspective of quantum computing (QC). In this work we first remember the character…