Isabel A. Nepomuceno-Chamorro

Deep Learning Techniques to Improve the Performance of Olive Oil Classification

Belén Vega-Márquez, Isabel A. Nepomuceno-Chamorro, Natividad Jurado-Campos et al. · Frontiers in Chemistry · 2020 · 41 citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +22

Ten quick tips for biomarker discovery and validation analyses using machine learning

Ramón Díaz‐Uriarte, Elisa Gómez de Lope, Rosalba Giugno et al. · PLoS Computational Biology · 2022 · 38 citations · Full text

Integrating biological knowledge based on functional annotations for biclustering of gene expression data

Juan A. Nepomuceno, Alicia Troncoso, Isabel A. Nepomuceno-Chamorro et al. · Computer Methods and Programs in Biomedicine · 2015 · 34 citations · Full text

Engineering, Genetics, Genomics +17

Inferring gene regression networks with model trees

Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar–Ruiz, José C. Riquelme · BMC Bioinformatics · 2010 · 30 citations · Full text

Machine learning techniques to discover genes with potential prognosis role in Alzheimer’s disease using different biological sources

M. Martínez-Ballesteros, José Manuel García-Heredia, Isabel A. Nepomuceno-Chamorro et al. · Information Fusion · 2016 · 28 citations

Engineering, Neurochemical Biomarkers, Gene Recognition +16