João Luiz Junho Pereira

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Optimization Algorithm

Engineering Problems

Top Venues

Expert Syst. J. Knowl. Eng.

Expert Syst. Appl.

Publications

João Luiz Junho Pereira, Kate Smith-Miles, Mario Andrés Muñoz, Ana Carolina Lorena
Optimal selection of benchmarking datasets for unbiased machine learning algorithm evaluation. Data Min. Knowl. Discov. 38 (2) (2024)
Maria Gabriela Valeriano, João Luiz Junho Pereira, Carlos Roberto Veiga Kiffer, Ana Carolina Lorena
Explaining instances in the health domain based on the exploration of a dataset's hardness embedding. GECCO Companion (2024)
Benedict Jun Ma, João Luiz Junho Pereira, Diego Oliva, Shuai Liu, Yong-Hong Kuo
Manta ray foraging optimizer-based image segmentation with a two-strategy enhancement. Knowl. Based Syst. 262 (2023)
João Luiz Junho Pereira, Guilherme Ferreira Gomes
Multi-objective sunflower optimization: A new hypercubic meta-heuristic for constrained engineering problems. Expert Syst. J. Knowl. Eng. 40 (8) (2023)
João Luiz Junho Pereira, Matheus Brendon Francisco, Fabricio Alves de Almeida, Benedict Jun Ma, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes
Enhanced Lichtenberg algorithm: a discussion on improving meta-heuristics. Soft Comput. 27 (21) (2023)
João Luiz Junho Pereira, Benedict Jun Ma, Matheus Brendon Francisco, Ronny Francis Ribeiro Junior, Guilherme Ferreira Gomes
A comparison between chaos theory and Lévy flights in sunflower optimization for feature selection. Expert Syst. J. Knowl. Eng. 40 (8) (2023)
Guilherme Antônio Oliver, João Luiz Junho Pereira, Matheus Brendon Francisco, Antonio Carlos Ancelotti Jr., Guilherme Ferreira Gomes
Parameter tuning for wavelet transform-based damage index using mixture design. Eng. Comput. 38 (4) (2022)
João Luiz Junho Pereira, Guilherme Antônio Oliver, Matheus Brendon Francisco, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes
Multi-objective lichtenberg algorithm: A hybrid physics-based meta-heuristic for solving engineering problems. Expert Syst. Appl. 187 (2022)
João Luiz Junho Pereira, Matheus Brendon Francisco, Ronny Francis Ribeiro Junior, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes
Deep multiobjective design optimization of CFRP isogrid tubes using lichtenberg algorithm. Soft Comput. 26 (15) (2022)
João Luiz Junho Pereira, Matheus Brendon Francisco, Camila Aparecida Diniz, Guilherme Antônio Oliver, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes
-heuristic for global optimization. Expert Syst. Appl. 170 (2021)
João Luiz Junho Pereira, Matheus Brendon Francisco, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes
A powerful Lichtenberg Optimization Algorithm: A damage identification case study. Eng. Appl. Artif. Intell. 97 (2021)