Fábio Ribeiro Cerqueira

Geminivirus data warehouse: a database enriched with machine learning approaches

José Cleydson F. Silva, Thales Francisco Mota Carvalho, Marcos Fernando Basso et al. · BMC Bioinformatics · 2017 · 33 citations · Full text

NICeSim: An open-source simulator based on machine learning techniques to support medical research on prenatal and perinatal care decision making

Fábio Ribeiro Cerqueira, Tiago Geraldo Ferreira, Alcione de Paiva Oliveira et al. · Artificial Intelligence in Medicine · 2014 · 24 citations

Artificial Intelligence, Engineering, Machine Learning +14

MUDE: A New Approach for Optimizing Sensitivity in the Target-Decoy Search Strategy for Large-Scale Peptide/Protein Identification

Fábio Ribeiro Cerqueira, Armin Graber, Benno Schwikowski et al. · Journal of Proteome Research · 2010 · 23 citations

Molecular Biology, Optimizing Sensitivity, Biostatistics +18

Mirnacle: machine learning with SMOTE and random forest for improving selectivity in pre-miRNA ab initio prediction

Yuri Bento Marques, Alcione de Paiva Oliveira, Ana Tereza Ribeiro de Vasconcelos et al. · BMC Bioinformatics · 2016 · 23 citations · Full text

Demoting redundant features to improve the discriminatory ability in cancer data

Melanie Osl, Stephan Dreiseitl, Fábio Ribeiro Cerqueira et al. · Journal of Biomedical Informatics · 2009 · 20 citations

Engineering, Data Science, Pattern Recognition +13