Felipe Campelo

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 27

Top Topics

Experimental Comparison

Multiobjective Evolutionary Algorithm

Mixed Integer Programming Problems

Multiobjective Optimization

Top Venues

GECCO (Companion)

Publications

Giovanni Marques de Castro, Felipe Campelo, Francisco Pereira Lobo
Why are some plants taller? Researchers on the unveiling of genetic variation associated with complex quantitative phenotypes. Patterns 4 (6) (2023)
Felipe Campelo, Claus Aranha
Lessons from the Evolutionary Computation Bestiary. Artif. Life 29 (4) (2023)
Jodie Ashford, Anikó Ekárt, Felipe Campelo
Estimating the Limits of Organism-Specific Training for Epitope Prediction. BIBM (2023)
Jorge Augusto Hongo, Giovanni Marques de Castro, Alison Pelri Albuquerque Menezes, Agnello César Rios Picorelli, Thieres Tayroni Martins da Silva, Eddie Luidy Imada, Luigi Marchionni, Luiz-Eduardo Del-Bem, Anderson Vieira Chaves, Gabriel Magno de Freitas Almeida, Felipe Campelo, Francisco Pereira Lobo
CALANGO: A phylogeny-aware comparative genomics tool for discovering quantitative genotype-phenotype associations across species. Patterns 4 (6) (2023)
Claus Aranha, Christian Leonardo Camacho-Villalón, Felipe Campelo, Marco Dorigo, Rubén Ruiz, Marc Sevaux, Kenneth Sörensen, Thomas Stützle
Metaphor-based metaheuristics, a call for action: the elephant in the room. Swarm Intell. 16 (1) (2022)
Reem Abukmeil, Ahmad Al-Mallahi, Felipe Campelo
New approach to estimate macro and micronutrients in potato plants based on foliar spectral reflectance. Comput. Electron. Agric. 198 (2022)
Luís Paulo F. Garcia, Felipe Campelo, Guilherme N. Ramos, Adriano Rivolli, André C. P. L. F. de Carvalho
Evaluating Clustering Meta-features for Classifier Recommendation. BRACIS (1) (2021)
Jodie Ashford, João Reis-Cunha, Igor Lobo, Francisco Lobo, Felipe Campelo
Organism-specific training improves performance of linear B-cell epitope prediction. Bioinform. 37 (24) (2021)
Eduardo G. Carrano, Felipe Campelo, Ricardo H. C. Takahashi
Diversity-Driven Selection Operator for Combinatorial Optimization. EMO (2021)
Felipe Campelo, Claus Aranha
Sharks, Zombies and Volleyball: Lessons from the Evolutionary Computation Bestiary. LIFELIKE (2021)
André L. Maravilha, Eduardo G. Carrano, Felipe Campelo
A recombination-based matheuristic for mixed integer programming problems with binary variables. Int. Trans. Oper. Res. 27 (1) (2020)
Yuri Cossich Lavinas, Claus Aranha, Marcelo Ladeira, Felipe Campelo
MOEA/D with Random Partial Update Strategy. CEC (2020)
Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez
The Cone epsilon-Dominance: An Approach for Evolutionary Multiobjective Optimization. CoRR (2020)
Felipe Campelo, Elizabeth F. Wanner
Sample size calculations for the experimental comparison of multiple algorithms on multiple problem instances. J. Heuristics 26 (6) (2020)
Yuri Cossich Lavinas, Claus Aranha, Marcelo Ladeira, Felipe Campelo
MOEA/D with Random Partial Update Strategy. CoRR (2020)
Felipe Campelo, Elizabeth F. Wanner
Sample size calculations for the experimental comparison of multiple algorithms on multiple problem instances. CoRR (2019)
Athila R. Trindade, Felipe Campelo
Tuning metaheuristics by sequential optimisation of regression models. Appl. Soft Comput. 85 (2019)
Felipe Campelo, Fernanda C. Takahashi
Sample size estimation for power and accuracy in the experimental comparison of algorithms. J. Heuristics 25 (2) (2019)
Jodie Ashford, Jordan J. Bird, Felipe Campelo, Diego R. Faria
Classification of EEG Signals Based on Image Representation of Statistical Features. UKCI (2019)
Felipe Campelo, Fernanda C. Takahashi
Sample size estimation for power and accuracy in the experimental comparison of algorithms. CoRR (2018)
Felipe Campelo, Lucas S. Batista, Claus Aranha
The MOEADr Package - A Component-Based Framework for Multiobjective Evolutionary Algorithms Based on Decomposition. CoRR (2018)
Athila R. Trindade, Felipe Campelo
Tuning metaheuristics by sequential optimization of regression models. CoRR (2018)
Fillipe Goulart, Sílvio T. Borges, Fernanda C. Takahashi, Felipe Campelo
Robust multiobjective optimization using regression models and linear subproblems. GECCO (2017)
Rafael Frederico Alexandre, Felipe Campelo, João A. Vasconcelos
Multiobjective evolutionary algorithms for operational planning problems in open-pit mining. GECCO (Companion) (2017)
Fillipe Goulart, Felipe Campelo
Preference-guided evolutionary algorithms for many-objective optimization. Inf. Sci. 329 (2016)
Mateus A. M. Teixeira, Fillipe Goulart, Felipe Campelo
Evolutionary Multiobjective Optimization of Winglets. GECCO (2016)
Felipe Campelo, Moisés Botelho
Experimental Investigation of Recombination Operators for Differential Evolution. GECCO (2016)
Rafael Frederico Alexandre, Felipe Campelo, Carlos M. Fonseca, João Antônio de Vasconcelos
A Comparative Study of Algorithms for Solving the Multiobjective Open-Pit Mining Operational Planning Problems. EMO (2) (2015)
Rodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Alan R. R. de Freitas, Felipe Campelo, Frederico G. Guimarães
A study on the configuration of migratory flows in island model differential evolution. GECCO (Companion) (2014)
A. R. R. Freitas, V. M. R. Silva, Felipe Campelo, Frederico G. Guimarães
Optimizing two-level reverse distribution networks with hybrid memetic algorithms. Optim. Lett. 8 (2) (2014)
André L. Maravilha, Jaime A. Ramírez, Felipe Campelo
Combinatorial optimization with differential evolution: a set-based approach. GECCO (Companion) (2014)
Luciana P. Assis, André L. Maravilha, Alessandro Vivas, Felipe Campelo, Jaime A. Ramírez
Multiobjective vehicle routing problem with fixed delivery and optional collections. Optim. Lett. 7 (7) (2013)
Rodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Felipe Campelo, Frederico G. Guimarães
Dynamic selection of migration flows in island model differential evolution. GECCO (Companion) (2013)
Andre Luis Silva, Jaime Arturo Ramírez, Felipe Campelo
A statistical study of discrete differential evolution approaches for the capacitated vehicle routing problem. GECCO (Companion) (2013)
Fillipe Goulart, Lucas S. Batista, Felipe Campelo
Influence of relaxed dominance criteria in multiobjective evolutionary algorithms. GECCO (Companion) (2013)
Rodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Felipe Campelo, Frederico G. Guimarães
A Multi-agent Approach to the Adaptation of Migration Topology in Island Model Evolutionary Algorithms. SBRN (2012)
A. R. R. Freitas, V. M. R. Silva, Frederico G. Guimarães, Felipe Campelo
Genetic Algorithms Applied to Reverse Distribution Networks. SOCO (2012)
Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez
-Dominance: Improving Convergence and Diversity in Multiobjective Evolutionary Algorithms. EMO (2011)
Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez
A comparison of dominance criteria in many-objective optimization problems. IEEE Congress on Evolutionary Computation (2011)
Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez
A new self-adaptive approach for evolutionary multiobjective optimization. IEEE Congress on Evolutionary Computation (2010)
Frederico G. Guimarães, Reinaldo M. Palhares, Felipe Campelo, Hajime Igarashi
control systems using algorithms inspired by the immune system. Inf. Sci. 177 (20) (2007)
Felipe Campelo, Frederico G. Guimarães, Hajime Igarashi
Overview of Artificial Immune Systems for Multi-objective Optimization. EMO (2006)
Felipe Campelo, Frederico G. Guimarães, Hajime Igarashi, Kota Watanabe, Jaime Arturo Ramírez
An Immune-based Algorithm for Topology Optimization. IEEE Congress on Evolutionary Computation (2006)
Frederico G. Guimarães, Elizabeth F. Wanner, Felipe Campelo, Ricardo H. C. Takahashi, Hajime Igarashi, David A. Lowther, Jaime A. Ramírez
Local Learning and Search in Memetic Algorithms. IEEE Congress on Evolutionary Computation (2006)