Itamar Leite de Oliveira

According to our database, Itamar Leite de Oliveira authored at least 7 papers between 2008 and 2024.

Collaborative distances:

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

2024

A Data-Distribution and Successive Spline Points based discretization approach for evolving gene regulatory networks from scRNA-Seq time-series data using Cartesian Genetic Programming.

José Eduardo Henriques da Silva, Patrick C. de Carvalho, José J. Camata, Itamar Leite de Oliveira, Heder S. Bernardino

Biosyst., 2024

Inferring Gene Regulatory Networks from Single-Cell RNA-Sequencing Experimental Data using Cartesian Genetic Programming.

José Eduardo Henriques da Silva, Heder S. Bernardino, Itamar Leite de Oliveira, José J. Camata, Patrick C. de Carvalho

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2022

High-performance cartesian genetic programming on GPU for the inference of gene regulatory networks using scRNA-seq time-series data.

Luciana Nascimento Santana Prachedes, José Eduardo Henriques da Silva, Heder Soares Bernardino, Itamar Leite de Oliveira

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

On the Analysis of CGP Mutation Operators When Inferring Gene Regulatory Networks Using ScRNA-Seq Time Series Data.

José Eduardo Henriques da Silva, Heder S. Bernardino, Itamar Leite de Oliveira, Alex Borges Vieira, Helio J. C. Barbosa

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020

Inferring Gene Regulatory Network Models from Time-Series Data Using Metaheuristics.

José Eduardo Henriques da Silva, Heder S. Bernardino, Helio José Corrêa Barbosa, Alex Borges Vieira, Campos Luciana C. D., Itamar Leite de Oliveira

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2018

A Hybrid Grammar-Based Genetic Programming for Symbolic Regression Problems.

Flávio A. A. Motta, Joao Marcos de Freitas, Felipe Rafael de Souza, Heder S. Bernardino, Itamar Leite de Oliveira, Helio J. C. Barbosa

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2008

Análise computacional de redes metabólicas com regulação.

Itamar Leite de Oliveira

PhD thesis, 2008