João Luiz Junho Pereira

15 papers Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Evaluation of machine learning algorithms in the prediction of key therapeutic quantities in magnetic hyperthermia.
Comput. Math. Appl.
Rafael G. Gontijo, Filipe Eduard Leite Ossege, João Luiz Junho Pereira
2025 J jnl
Novel applications of item response theory for analysing data set complexity and benchmark selection.
Mach. Learn.
João Luiz Junho Pereira, Alfredo Antonio Alencar Exposito de Queiroz, Telmo de Menezes e Silva Filho, Ana Carolina Lorena, Rafael Gomes Mantovani, Gisele Lobo Pappa, Ricardo Bastos Cavalcante Prudêncio
2024 — conf
Explaining instances in the health domain based on the exploration of a dataset's hardness embedding.
GECCO Companion
Maria Gabriela Valeriano, João Luiz Junho Pereira, Carlos Roberto Veiga Kiffer, Ana Carolina Lorena
2024 J jnl
Golden lichtenberg algorithm: a fibonacci sequence approach applied to feature selection.
Neural Comput. Appl.
João Luiz Junho Pereira, Matheus Brendon Francisco, Benedict Jun Ma, Guilherme Ferreira Gomes, Ana Carolina Lorena
2024 J jnl
Optimal selection of benchmarking datasets for unbiased machine learning algorithm evaluation.
Data Min. Knowl. Discov.
João Luiz Junho Pereira, Kate Smith-Miles, Mario Andrés Muñoz, Ana Carolina Lorena
2024 J jnl
Optimization and Tradeoff Analysis for Multiple Configurations of Bio-Energy with Carbon Capture and Storage Systems in Brazilian Sugarcane Ethanol Sector.
Entropy
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
2023 J jnl
A comparison between chaos theory and Lévy flights in sunflower optimization for feature selection.
Expert Syst. J. Knowl. Eng.
João Luiz Junho Pereira, Benedict Jun Ma, Matheus Brendon Francisco, Ronny Francis Ribeiro Junior, Guilherme Ferreira Gomes
2023 J jnl
Enhanced Lichtenberg algorithm: a discussion on improving meta-heuristics.
Soft Comput.
João Luiz Junho Pereira, Matheus Brendon Francisco, Fabrício Alves de Almeida, Benedict Jun Ma, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes
2023 J jnl
Manta ray foraging optimizer-based image segmentation with a two-strategy enhancement.
Knowl. Based Syst.
Benedict Jun Ma, João Luiz Junho Pereira, Diego Oliva, Shuai Liu, Yong-Hong Kuo
2023 J jnl
Multi-objective sunflower optimization: A new hypercubic meta-heuristic for constrained engineering problems.
Expert Syst. J. Knowl. Eng.
João Luiz Junho Pereira, Guilherme Ferreira Gomes
2022 J jnl
Deep multiobjective design optimization of CFRP isogrid tubes using lichtenberg algorithm.
Soft Comput.
João Luiz Junho Pereira, Matheus Brendon Francisco, Ronny Francis Ribeiro Junior, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes
2022 J jnl
Multi-objective lichtenberg algorithm: A hybrid physics-based meta-heuristic for solving engineering problems.
Expert Syst. Appl.
João Luiz Junho Pereira, Guilherme Antônio Oliver, Matheus Brendon Francisco, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes
2022 J jnl
Parameter tuning for wavelet transform-based damage index using mixture design.
Eng. Comput.
Guilherme Antônio Oliver, João Luiz Junho Pereira, Matheus Brendon Francisco, Antonio Carlos Ancelotti Jr., Guilherme Ferreira Gomes
2021 J jnl
A powerful Lichtenberg Optimization Algorithm: A damage identification case study.
Eng. Appl. Artif. Intell.
João Luiz Junho Pereira, Matheus Brendon Francisco, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes
2021 J jnl
Lichtenberg algorithm: A novel hybrid physics-based
Expert Syst. Appl.
João Luiz Junho Pereira, Matheus Brendon Francisco, Camila Aparecida Diniz, Guilherme Antônio Oliver, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes