Laurence Rodrigues do Amaral

According to our database, Laurence Rodrigues do Amaral authored at least 16 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Documenting Bioinformatics Software Via Reverse Engineering.

Vinicius Soares Silva Marques, Laurence Rodrigues do Amaral

CoRR, 2023

2022

Nitrogen variability assessment of pasture fields under an integrated crop-livestock system using UAV, PlanetScope, and Sentinel-2 data.

Francisco R. S. Pereira, J. P. de Lima, Rodrigo G. Freitas, Aliny A. Dos Reis, Laurence Rodrigues do Amaral, Gleyce Kelly Dantas Araújo Figueiredo, Rubens A. C. Lamparelli, Paulo Sergio Graziano Magalhães

Comput. Electron. Agric., 2022

2021

Many Layer Transfer Learning Genetic Algorithm (MLTLGA): a New Evolutionary Transfer Learning Approach Applied To Pneumonia Classification.

Raphael de Lima Mendes, Alexandre Henrick da Silva Alves, Matheus de Souza Gomes, Pedro Luiz Lima Bertarini, Laurence Rodrigues do Amaral

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

gaCNN: Composing CNNs and GAs to Build an Optimized Hybrid Classification Architecture.

Raphael de Lima Mendes, Alexandre Henrick da Silva Alves, Matheus de Souza Gomes, Pedro Luiz Lima Bertarini, Laurence Rodrigues do Amaral

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

Applying Never-Ending Learning (NEL) Principles to Build a Gene Ontology (GO) Biocurator.

Laurence Rodrigues do Amaral, Alexandre Henrick da Silva Alves, Raphael de Lima Mendes, Matheus de Souza Gomes, Pedro Luiz Lima Bertarini, Estevam Rafael Hruschka

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

IG-CEE: An Embedded Information Gain approach to Genetic Algorithms.

Alexandre Henrick da Silva Alves, Raphael de Lima Mendes, Matheus de Souza Gomes, Pedro Luiz Lima Bertarini, Laurence Rodrigues do Amaral

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2019

A Cellular Automata-Based Path-Planning for a Cooperative and Decentralized Team of Robots.

Gina M. B. Oliveira, Reslley G. O. Silva, Giordano B. S. Ferreira, Micael S. Couceiro, Laurence Rodrigues do Amaral, Patrícia Amâncio Vargas, Luiz Gustavo Almeida Martins

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Multiple Disjunctions Rule Genetic Algorithm (MDRGA): Inferring Non-Linear IF-THEN Rules in Non-Linear Datasets.

Maicon Douglas Santos Matos, Laurence Rodrigues do Amaral

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

An Evolutionary-Cooperative Model Based on Cellular Automata and Genetic Algorithms for the Navigation of Robots Under Formation Control.

Gina M. B. Oliveira, Reslley G. O. Silva, Laurence Rodrigues do Amaral, Luiz Gustavo Almeida Martins

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017

Uma abordagem baseada no ambiente Robocode para ensino de programação no Ensino Médio.

Eliana Pantaleão, Laurence Rodrigues do Amaral, Gláucia Braga e Silva

Revista Brasileira de Informática na Educ., 2017

2014

Transgenic: An evolutionary algorithm operator.

Laurence Rodrigues do Amaral, Estevam R. Hruschka Jr.

Neurocomputing, 2014

2013

Aplicando princípios de aprendizado de máquina na construção de um biocurador automático para o Gene Ontology (GO).

Laurence Rodrigues do Amaral

PhD thesis, 2013

Building high level knowledge from high dimensionality biological dataset (NCI60) using Genetic Algorithms and feature selection strategies.

Reslley Gabriel Oliveira Silva, Marcos Wagner de Souza Ribeiro, Laurence Rodrigues do Amaral

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Never-ending learning principles in gene ontology classification using genetic algorithms.

Laurence Rodrigues do Amaral, Estevam Rafael Hruschka Junior

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Transgenic, an operator for evolutionary algorithms.

Laurence Rodrigues do Amaral, Estevam R. Hruschka Jr.

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Gene ontology classification: Building high-level knowledge using genetic algorithms.

Laurence Rodrigues do Amaral, Estevam R. Hruschka Jr.

Proceedings of the IEEE Congress on Evolutionary Computation, 2010