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João Luiz Junho Pereira
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2020 – today
- 2024
- [j12]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): 461-500 (2024) - [j11]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:
Optimization and Tradeoff Analysis for Multiple Configurations of Bio-Energy with Carbon Capture and Storage Systems in Brazilian Sugarcane Ethanol Sector. Entropy 26(8): 698 (2024) - [j10]João Luiz Junho Pereira, Matheus Brendon Francisco, Benedict Jun Ma, Guilherme Ferreira Gomes, Ana Carolina Lorena:
Golden lichtenberg algorithm: a fibonacci sequence approach applied to feature selection. Neural Comput. Appl. 36(32): 20493-20511 (2024) - [c1]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: 1598-1606 - 2023
- [j9]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) - [j8]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) - [j7]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: 110247 (2023) - [j6]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): 15619-15647 (2023) - 2022
- [j5]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: 115939 (2022) - [j4]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): 3609-3630 (2022) - [j3]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): 7195-7209 (2022) - 2021
- [j2]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: 104055 (2021) - [j1]João Luiz Junho Pereira, Matheus Brendon Francisco, Camila Aparecida Diniz, Guilherme Antônio Oliver, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes:
Lichtenberg algorithm: A novel hybrid physics-based meta-heuristic for global optimization. Expert Syst. Appl. 170: 114522 (2021)
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