Author

Ronnie Cley de Oliveira Alves

Vale Technological InstituteORCID 0000-0003-4139-0562Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 2 Organism:Drosophila· 1 Research Focus:gene regulatory network inference· 1 Assay:metagenomics· 1 Research Focus:variant calling· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Anna-Sophie Fiston-LavieriD· 1 shared Emira ChérifiD· 1 shared Fabiana Rodrigues de GóesiD· 1 shared Kleber PadovaniiD· 1 shared Raíssa SilvaiD· 1 shared Roberto XavieriD· 1 shared

Activity by Year

2021-2022 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Anna-Sophie Fiston-LavierORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintMar 10, 2022

RF4Del: A Random Forest approach for accurate deletion detection

Roberto Xavier, Anna-Sophie Fiston-Lavier, Ronnie Cley de Oliveira Alves, Emira Chérif

RF4Del is a random forest method for accurate deletion detection that outperforms existing tools and is robust to sequencing coverage and deletion size variations.

DOI 10.1101/2022.03.10.483419

Drosophilawhole-genome sequencing

𝕏 PostBluesky

BioinformaticsBMC BioinformaticsPeer-reviewedFeb 25, 2021

geneRFinder: gene finding in distinct metagenomic data complexities

Raíssa Silva, Kleber Padovani, Fabiana Rodrigues de Góes, Ronnie Cley de Oliveira Alves

geneRFinder is a machine learning-based gene predictor that outperforms existing tools on metagenomic data, with significant improvements in prediction rates and specificity.

12 citations

metagenomicsmachine learning (classical)

𝕏 PostBluesky