David Charte

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

Siham Tabik, Anabel Gómez-Ríos, José Luis Martín Rodríguez et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 383 citations · Full text

Computing, Computer Science, Infectious Diseases +17

Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications

J. M. Górriz, Javier Ramı́rez, Andrés Ortíz et al. · Neurocomputing · 2020 · 313 citations · Full text

Computing, Computer Science, Data Science +14

An analysis on the use of autoencoders for representation learning: Fundamentals, learning task case studies, explainability and challenges

David Charte, Francisco Charte, María José del Jesús et al. · Neurocomputing · 2020 · 69 citations · Full text

Computing, Computer Science, Educational Technology +14

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

Julián Luengo, R. Moreno, Iván Sevillano et al. · Information Fusion · 2021 · 68 citations · Full text

Computing, Computer Science, Manufacturing Engineering +13

Working with Multilabel Datasets in R: The mldr Package

Francisco Charte, David Charte · The R Journal · 2015 · 58 citations · Full text

Computing, Bioinformatics, Computer Science +14