The quest for the reliability of machine learning models in binary classification on tabular data by Vitor Cirilo Araujo Santos, Lucas Cardoso, Ronnie Alves

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geneRFinder: gene finding in distinct metagenomic data complexities by Raíssa Silva, Kleber Padovani, Fabiana Góes, Ronnie Alves

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PIPEBAR and OverlapPER: tools for a fast and accurate DNA barcoding analysis and paired-end assembly by Renato Renison Moreira Oliveira, Gisele Lopes Nunes, Talvâne Glauber Lopes de Lima, Guilherme Oliveira, Ronnie Alves

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RFMirTarget: predicting human microRNA target genes with a random forest classifier. by Mariana R Mendoza, Guilherme C da Fonseca, Guilherme Loss-Morais, Ronnie Alves, Rogerio Margis, Ana L C Bazzan

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New plastomes of eight Ipomoea species and four putative hybrids from Eastern Amazon. by Marcele Laux, Renato R M Oliveira, Santelmo Vasconcelos, Eder S Pires, Talvâne G L Lima, Mayara Pastore, Gisele L Nunes, Ronnie Alves, Guilherme Oliveira

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PipeCoV: a pipeline for SARS-CoV-2 genome assembly, annotation and variant identification by Renato R. M. Oliveira, Tatianne Costa Negri, Gisele Nunes, Inácio Medeiros, Guilherme Araújo, Fabricio de Oliveira Silva, Jorge Estefano Santana de Souza, Ronnie Alves, Guilherme Oliveira

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Late Quaternary hydroclimate and vegetation changes in an upland lake in southeastern Amazonia by EDILSON F. DA SILVA, KAREN S. LOPES, RONNIE ALVES, LÉA MARIA M. CARREIRA, DELMO F. DA SILVA, LUIZA A. ROMEIRO, WILSON F. BATISTA JÚNIOR, TARCÍSIO M. RODRIGUES, RICARDO S. SECCO, JOSÉ TASSO F. GUIMARÃES

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New chimeric RNAs in acute myeloid leukemia [version 2; referees: 2 approved] by Florence Rufflé, Jerome Audoux, Anthony Boureux, Sacha Beaumeunier, Jean-Baptiste Gaillard, Elias Bou Samra, Andre Megarbane, Bruno Cassinat, Christine Chomienne, Ronnie Alves, Sebastien Riquier, Nicolas Gilbert, Jean-Marc Lemaitre, Delphine Bacq-Daian, Anne Laure Bougé, Nicolas Philippe, Therese Commes

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Landscape Genomic Conservation Assessment of a Narrow-Endemic and a Widespread Morning Glory From Amazonian Savannas by Éder C. Lanes, Nathaniel S. Pope, Ronnie Alves, Nelson M. Carvalho Filho, Tereza C. Giannini, Ana M. Giulietti, Vera L. Imperatriz-Fonseca, Waléria Monteiro, Guilherme Oliveira, Amanda R. Silva, Amanda R. Silva, José O. Siqueira, Pedro W. Souza-Filho, Pedro W. Souza-Filho, Santelmo Vasconcelos, Rodolfo Jaffé, Rodolfo Jaffé, Rodolfo Jaffé

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Conservation implications of genetic structure in the narrowest endemic quillwort from the Eastern Amazon by Jeronymo Dalapicolla, Ronnie Alves, Rodolfo Jaffé, Santelmo Vasconcelos, Eder Soares Pires, Gisele Lopes Nunes, Jovani Bernardino de Souza Pereira, José Tasso F. Guimarães, Mariana C. Dias, Taís Nogueira Fernandes, Daniela Scherer, Fernando Marino Gomes dosSantos, Alexandre Castilho, Mirella Pupo Santos, Emiliano Nicolas Calderón, Rodrigo Lemes Martins, Rodrigo Nunes daFonseca, Francisco de Assis Esteves, Cecílio Frois Caldeira, Guilherme Oliveira

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Quillworts from the Amazon: A multidisciplinary populational study on Isoetes serracarajensis and Isoetes cangae. by Gisele Lopes Nunes, Renato Renison Moreira Oliveira, José Tasso Felix Guimarães, Ana Maria Giulietti, Cecílio Caldeira, Santelmo Vasconcelos, Eder Pires, Mariana Dias, Maurício Watanabe, Jovani Pereira, Rodolfo Jaffé, Cinthia Helena M M Bandeira, Nelson Carvalho-Filho, Edilson Freitas da Silva, Tarcísio Magevski Rodrigues, Fernando Marino Gomes Dos Santos, Taís Fernandes, Alexandre Castilho, Pedro Walfir M Souza-Filho, Vera Imperatriz-Fonseca, José Oswaldo Siqueira, Ronnie Alves, Guilherme Oliveira

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Unraveling the plant diversity of the Amazonian canga through DNA barcoding by Santelmo Vasconcelos, Gisele L. Nunes, Mariana C. Dias, Jamily Lorena, Renato R. M. Oliveira, Talvâne G. L. Lima, Eder S. Pires, Rafael B. S. Valadares, Ronnie Alves, Maurício T. C. Watanabe, Daniela C. Zappi, Alice L. Hiura, Mayara Pastore, Liziane V. Vasconcelos, Nara F. O. Mota, Pedro L. Viana, André S. B. Gil, André O. Simões, Vera L. Imperatriz‐Fonseca, Raymond M. Harley, Ana M. Giulietti, Guilherme Oliveira

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