Ronnie Alves - Publications, H-index & Citations

Ronnie Alves

Vale Institute of Technology

21H指数

150论文数

1.4K被引数

收录论文 15

发表时间

Using reinforcement learning in genome assembly: in-depth analysis of a Q-learning assembler 在基因组组装中使用强化学习：基于Q-learning组装器的深入分析

Frontiers in Bioinformatics

IF3.9

2025-08-21

OAAI

Kleber Padovani; Rafael Cabral Borges; Roberto Xavier; André Carlos Carvalho; Anna Reali; Annie Chateau; Ronnie Alves

Explanations based on Item Response Theory (eXirt): A model-specific method to explain tree-ensemble model in trust perspective

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-06-01

OAAI

Filho, Jose de Sousa Ribeiro; Cardoso, Lucas Felipe Ferraro; da Silva, Raissa Lorena Silva; Carneiro, Nikolas Jorge Santiago; Santos, Vitor Cirilo Araujo; Alves, Ronnie Cley de Oliveira

The quest for the reliability of machine learning models in binary classification on tabular data

SCIENTIFIC REPORTS

IF3.9

2023-10-27

OAAI

Santos, Vitor Cirilo Araujo; Cardoso, Lucas; Alves, Ronnie

Precipitation forecasting: from geophysical aspects to machine learning applications

FRONTIERS IN CLIMATE

IF4.1

2023-10-19

OAAI

de Oliveira, Ewerton Cristhian Lima; Neto, Antonio Vasconcelos Nogueira; dos Santos, Ana Paula Paes; da Costa, Claudia Priscila Wanzeler; de Freitas, Julio Cezar Goncalves; Souza-Filho, Pedro Walfir Martins; Rocha, Rafael de Lima; Alves, Ronnie Cley; Franco, Vania dos Santos; de Carvalho, Eduardo Costa; Tedeschi, Renata Goncalves

Polygonal Coordinate System: Visualizing high-dimensional data using geometric DR, and a deterministic version of t-SNE 多边形坐标系: 使用几何DR和t-sne的确定性版本可视化高维数据

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-08-01

PREAI

Flexa, Caio; Gomes, Walisson; Moreira, Igor; Alves, Ronnie; Sales, Claudomiro

Combining genotype, phenotype, and environmental data to delineate site-adjusted provenance strategies for ecological restoration

MOLECULAR ECOLOGY RESOURCES

IF5.5

2020-06-23

OAAI

Carvalho, Carolina S.; Forester, Brenna R.; Mitre, Simone K.; Alves, Ronnie; Imperatriz-Fonseca, Vera L.; Ramos, Silvio J.; Resende-Moreira, Luciana C.; Siqueira, Jose O.; Trevelin, Leonardo C.; Caldeira, Cecilio F.; Gastauer, Markus; Jaffe, Rodolfo

On the utilization of deep and ensemble learning to detect milk adulteration

BIODATA MINING

IF6.1

2019-07-08

OAAI

Asseiss Neto, Habib; Tavares, Wanessa L. F.; Ribeiro, Daniela C. S. Z.; Alves, Ronnie C. O.; Fonseca, Leorges M.; Campos, Sergio V. A.

Landscape genomics to the rescue of a tropical bee threatened by habitat loss and climate change

EVOLUTIONARY APPLICATIONS

IF3.2

2019-04-10

OAAI

Jaffe, Rodolfo; Veiga, Jamille C.; Pope, Nathaniel S.; Lanes, Eder C. M.; Carvalho, Carolina S.; Alves, Ronnie; Andrade, Sonia C. S.; Arias, Maria C.; Bonatti, Vanessa; Carvalho, Airton T.; de Castro, Marina S.; Contrera, Felipe A. L.; Francoy, Tiago M.; Freitas, Breno M.; Giannini, Tereza C.; Hrncir, Michael; Martins, Celso F.; Oliveira, Guilherme; Saraiva, Antonio M.; Souza, Bruno A.; Imperatriz-Fonseca, Vera L.

Biogeochemical processes in canga ecosystems: Armoring of iron ore against erosion and importance in iron duricrust restoration in Brazil

Ore Geology Reviews

IF3.6

2019-04-01

PREAI

Gagen, Emma J.; Levett, Alan; Paz, Anat; Gastauer, Markus; Caldeira, Cecilio Frois; da Silva Valadares, Rafael Borges; Pires Bitencourt, Jose Augusto; Alves, Ronnie; Oliveira, Guilherme; Siqueira, Jose Oswaldo; Vasconcelos, Paulo M.; Southam, Gordon

Statistical analysis of lake sediment geochemical data for understanding surface geological factors and processes: An example from Amazonian upland lakes, Brazil

CATENA

IF5.7

2019-04-01

PREAI

Sahoo, Prafulla Kumar; Felix Guimaraes, Jose Tasso; Martins Souza-Filho, Pedro Walfir; Powell, Mike A.; da Silva, Marcio Sousa; Moraes, Aline Mamede; Alves, Ronnie; Leite, Alessandro Saba; Nascimento Junior, Wilson; Rodrigues, Tarcisio Magevski; Costa, Vladimir Eliodoro; Dall'Agnol, Roberto

Influence of water quality on diversity and composition of fungal communities in a tropical river

SCIENTIFIC REPORTS

IF3.9

2018-10-04

OAAI

Ortiz-Vera, Mabel Patricia; Olchanheski, Luiz Ricardo; da Silva, Eliane Goncalves; de Lima, Felipe Rezende; del Pilar Rada Martinez, Lina Rocio; Zanoli Sato, Maria Ines; Jaffe, Rodolfo; Alves, Ronnie; Ichiwaki, Simone; Padilla, Gabriel; Araujo, Welington Luiz

Machine learning meets genome assembly 机器学习符合基因组组装

BRIEFINGS IN BIOINFORMATICS

IF7.7

2018-08-17

PREAI

de Souza, Kleber Padovani; Setubal, Joao Carlos; de Carvalho, Andre Carlos Ponce de Leon F.; Oliveira, Guilherme; Chateau, Annie; Alves, Ronnie

Landscape Genomic Conservation Assessment of a Narrow-Endemic and a Widespread Morning Glory From Amazonian Savannas

FRONTIERS IN PLANT SCIENCE

IF4.8

2018-05-07

OAAI

Lanes, Eder C.; Pope, Nathaniel S.; Alves, Ronnie; Carvalho Filho, Nelson M.; Giannini, Tereza C.; Giulietti, Ana M.; Imperatriz-Fonseca, Vera L.; Monteiro, Waleria; Oliveira, Guilherme; Silva, Amanda R.; Siqueira, Jose O.; Souza-Filho, Pedro W.; Vasconcelos, Santelmo; Jaffe, Rodolfo

On the evaluation of the fidelity of supervised classifiers in the prediction of chimeric RNAs

BIODATA MINING

IF6.1

2016-11-02

OAAI

Beaumeunier, Sacha; Audoux, Jerome; Boureux, Anthony; Ruffle, Florence; Commes, Therese; Philippe, Nicolas; Alves, Ronnie

Gene association analysis: a survey of frequent pattern mining from gene expression data

BRIEFINGS IN BIOINFORMATICS

IF7.7

2009-10-08

OAAI

Alves, Ronnie; Rodriguez-Baena, Domingo S.; Aguilar-Ruiz, Jesus S.

研究方向