| Gene association analysis: a survey of frequent pattern mining from gene expression data R Alves, DS Rodriguez-Baena, JS Aguilar-Ruiz Briefings in Bioinformatics 11 (2), 210-224, 2010 | 115 | 2010 |
| Selecting plant species for practical restoration of degraded lands using a multiple‐trait approach TC Giannini, AM Giulietti, RM Harley, PL Viana, R Jaffe, R Alves, CE Pinto, ... Austral Ecology 42 (5), 510-521, 2017 | 108 | 2017 |
| On the utilization of deep and ensemble learning to detect milk adulteration HA Neto, WLF Tavares, DCSZ Ribeiro, RCO Alves, LM Fonseca, ... BioData Mining 12 (1), 13, 2019 | 99 | 2019 |
| Unveiling the contribution of bee pollinators to Brazilian crops with implications for bee management TC Giannini, DA Alves, R Alves, GD Cordeiro, AJ Campbell, M Awade, ... Apidologie 51 (3), 406-421, 2020 | 93 | 2020 |
| Combining genotype, phenotype, and environmental data to delineate site‐adjusted provenance strategies for ecological restoration CS Carvalho, BR Forester, SK Mitre, R Alves, VL Imperatriz‐Fonseca, ... Molecular Ecology Resources 21 (1), 44-58, 2021 | 72 | 2021 |
| Influence of water quality on diversity and composition of fungal communities in a tropical river MP Ortiz-Vera, LR Olchanheski, EG da Silva, FR de Lima, LRPR Martinez, ... Scientific reports 8 (1), 14799, 2018 | 63 | 2018 |
| Landscape genomic conservation assessment of a narrow-endemic and a widespread morning glory from Amazonian savannas ÉC Lanes, NS Pope, R Alves, NM Carvalho Filho, TC Giannini, ... Frontiers in Plant Science 9, 532, 2018 | 63 | 2018 |
| Landscape genomics to the rescue of a tropical bee threatened by habitat loss and climate change R Jaffé, JC Veiga, NS Pope, ÉCM Lanes, CS Carvalho, R Alves, ... Evolutionary applications 12 (6), 1164-1177, 2019 | 61 | 2019 |
| A metagenomic survey of soil microbial communities along a rehabilitation chronosequence after iron ore mining M Gastauer, MPO Vera, KP De Souza, ES Pires, R Alves, CF Caldeira, ... Scientific data 6 (1), 1-10, 2019 | 58 | 2019 |
| Establishing fraud detection patterns based on signatures P Ferreira, R Alves, O Belo, L Cortesão Industrial conference on data mining, 526-538, 2006 | 57 | 2006 |
| RFMirTarget: predicting human microRNA target genes with a random forest classifier MR Mendoza, GC da Fonseca, G Loss-Morais, R Alves, R Margis, ... PloS one 8 (7), e70153, 2013 | 54 | 2013 |
| Biogeochemical processes in canga ecosystems: Armoring of iron ore against erosion and importance in iron duricrust restoration in Brazil EJ Gagen, A Levett, A Paz, M Gastauer, CF Caldeira, ... Ore Geology Reviews 107, 573-586, 2019 | 48 | 2019 |
| Statistical analysis of lake sediment geochemical data for understanding surface geological factors and processes: An example from Amazonian upland lakes, Brazil PK Sahoo, JTF Guimarães, PWM Souza-Filho, MA Powell, MS da Silva, ... Catena 175, 47-62, 2019 | 38 | 2019 |
| Source and distribution of pollen and spores in surface sediments of a plateau lake in southeastern Amazonia JTF Guimarães, PWM Souza-Filho, R Alves, EB de Souza, FR da Costa, ... Quaternary International 352, 181-196, 2014 | 38 | 2014 |
| Polygonal Coordinate System: Visualizing high-dimensional data using geometric DR, and a deterministic version of t-SNE C Flexa, W Gomes, I Moreira, R Alves, C Sales Expert Systems with Applications 175, 114741, 2021 | 36 | 2021 |
| Quillworts from the Amazon: A multidisciplinary populational study on Isoetes serracarajensis and Isoetes cangae GL Nunes, RRM Oliveira, JTF Guimarães, AM Giulietti, C Caldeira, ... PloS one 13 (8), e0201417, 2018 | 36 | 2018 |
| Discovering telecom fraud situations through mining anomalous behavior patterns R Alves, P Ferreira, O Belo, J Lopes, J Ribeiro, L Cortesão, F Martins Proceedings of the DMBA Workshop on the 12th ACM SIGKDD, 2006 | 34 | 2006 |
| Modern pollen rain as a background for palaeoenvironmental studies in the Serra dos Carajás, southeastern Amazonia JTF Guimarães, TM Rodrigues, LS Reis, MMJC de Figueiredo, ... The Holocene 27 (8), 1055-1066, 2017 | 33 | 2017 |
| Unraveling the plant diversity of the Amazonian canga through DNA barcoding S Vasconcelos, GL Nunes, MC Dias, J Lorena, RRM Oliveira, TGL Lima, ... Ecology and evolution 11 (19), 13348-13362, 2021 | 29 | 2021 |
| Machine learning meets genome assembly K Padovani de Souza, JC Setubal, AC Ponce de Leon F. de Carvalho, ... Briefings in bioinformatics 20 (6), 2116-2129, 2019 | 28 | 2019 |
Orlando BeloAssociate Professor with Habilitation, University of MinhoVerified email at di.uminho.pt
