Matheus Brendon Francisco

According to our database, Matheus Brendon Francisco authored at least 13 papers between 2021 and 2026.

Collaborative distances:

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

2026

Machine learning optimization: how preprocessing strategies shape predictive performance and computational efficiency.

Matheus Costa Pereira, Mirelli de Castro Cesário, Vinicius de Carvalho Paes, Matheus Brendon Francisco, João Luiz Junho Pereira, Anderson Paulo de Paiva

Neural Comput. Appl., June, 2026

Comparative Study of Cosine-Histogram Association and Deep Learning Methods for Leather Defect Detection.

Luiz Fernando Ramos Lemos, Amanda Caroline Soares, Mirelli de Castro Cesário, Matheus Brendon Francisco, José Arnaldo Barra Montevechi

IEEE Access, 2026

2025

A Decision Support System for Classifying Suppliers Based on Machine Learning Techniques: A Case Study in the Aeronautics Industry.

Ana Claudia Andrade Ferreira, Alexandre Ferreira de Pinho, Matheus Brendon Francisco, Laercio Almeida de Siqueira, Guilherme Augusto Vilas Boas Vasconcelos

Comput., 2025

The Use of Artificial Intelligence in Supply Chain Management: Systematic Literature Review and Future Research Directions.

Ana Claudia Andrade Ferreira, Matheus Brendon Francisco, Alexandre Ferreira de Pinho

IEEE Access, 2025

2024

Golden lichtenberg algorithm: a fibonacci sequence approach applied to feature selection.

João Luiz Junho Pereira, Matheus Brendon Francisco, Benedict Jun Ma, Guilherme Ferreira Gomes, Ana Carolina Lorena

Neural Comput. Appl., November, 2024

Optimization and Tradeoff Analysis for Multiple Configurations of Bio-Energy with Carbon Capture and Storage Systems in Brazilian Sugarcane Ethanol Sector.

Bruno Bunya, César A. R. Sotomonte, Alisson Aparecido Vitoriano Julio, João Luiz Junho Pereira, Túlio Augusto Zucareli de Souza, Matheus Brendon Francisco, Christian J. R. Coronado

Entropy, August, 2024

2023

Enhanced Lichtenberg algorithm: a discussion on improving meta-heuristics.

João Luiz Junho Pereira, Matheus Brendon Francisco, Fabrício Alves de Almeida, Benedict Jun Ma, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes

Soft Comput., November, 2023

A comparison between chaos theory and Lévy flights in sunflower optimization for feature selection.

João Luiz Junho Pereira, Benedict Jun Ma, Matheus Brendon Francisco, Ronny Francis Ribeiro Junior, Guilherme Ferreira Gomes

Expert Syst. J. Knowl. Eng., September, 2023

2022

Deep multiobjective design optimization of CFRP isogrid tubes using lichtenberg algorithm.

João Luiz Junho Pereira, Matheus Brendon Francisco, Ronny Francis Ribeiro Junior, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes

Soft Comput., 2022

Parameter tuning for wavelet transform-based damage index using mixture design.

Guilherme Antônio Oliver, João Luiz Junho Pereira, Matheus Brendon Francisco, Antonio Carlos Ancelotti Jr., Guilherme Ferreira Gomes

Eng. Comput., 2022

Multi-objective lichtenberg algorithm: A hybrid physics-based meta-heuristic for solving engineering problems.

João Luiz Junho Pereira, Guilherme Antônio Oliver, Matheus Brendon Francisco, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes

Expert Syst. Appl., 2022

2021

Lichtenberg algorithm: A novel hybrid physics-based <i>meta</i>-heuristic for global optimization.

João Luiz Junho Pereira, Matheus Brendon Francisco, Camila Aparecida Diniz, Guilherme Antônio Oliver, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes

Expert Syst. Appl., 2021

A powerful Lichtenberg Optimization Algorithm: A damage identification case study.

João Luiz Junho Pereira, Matheus Brendon Francisco, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes

Eng. Appl. Artif. Intell., 2021