Publications

Journals

SILVA, D. G.; NADALIN, E. Z.; COELHO, G. P.; DUARTE, L. T.; SUYAMA, R.; ATTUX, R. R. F.; VON ZUBEN, F. J.; MONTALVAO, J.. A Michigan-like immune-inspired framework for performing independent component analysis over Galois fields of prime order. Signal Processing (Print), v. 96, p. 153-163, 2014.

DE FRANÇA, F.O.; COELHO, G.P.; VON ZUBEN, F.J.. Predicting missing values with biclustering: A coherence-based approach. Pattern Recognition, v. 46, p. 1255-1266, 2013.

COELHO, G. P.; SILVA, A. E. A.; ZUBEN, F. J. V.. An Immune-Inspired Multi-Objective Approach to the Reconstruction of Phylogenetic Trees. Neural Computing & Applications, 19(8):1103-1132, Springer, 2010.

DE FRANCA, F. O., COELHO, G. P., VON ZUBEN, F. J.. Conceptual and Practical Aspects of the aiNet Family of Algorithms. International Journal of Natural Computing Research, 1:1-35, IGI, 2010.

CASTRO, P. D., DE FRANCA, F. O., FERREIRA, H. M., COELHO, G. P., VON ZUBEN, F. J.. Query expansion using an immune-inspired biclustering algorithm. Natural Computing, 9(3):579-602, Springer, 2010.

PASTI, R., DE CASTRO, L. N., COELHO, G. P., VON ZUBEN, F. J.. Neural network ensembles: immune-inspired approaches to the diversity of components. Natural Computing, 9(3):625-653, Springer, 2010.

COELHO, G. P., DE FRANCA, F. O., VON ZUBEN, F. J.. Multi-Objective Biclustering: When Non-dominated Solutions are not Enough. Journal of Mathematical Modelling and Algorithms, 8(2):175-202, Springer, 2009.

Conference Proceedings

SORIANO, DIOGO; SILVA, ELVIS L; SLENES, GABRIEL F; LIMA, FABRICIO O; URIBE, LUISA F S; COELHO, GUILHERME P; ROHMER, ERIC; VENANCIO, THIAGO D; BELTRAMINI, GUILHERME C; CAMPOS, BRUNNO M; ANJOS, CARLOS A S; SUYAMA, RICARDO; LI, LI M; CASTELLANO, GABRIELA; ATTUX, ROMIS. Music versus motor imagery for BCI systems a study using fMRI and EEG: Preliminary results. In: 2013 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living (BRC), 2013, Rio de Janerio. 2013 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living (BRC). p. 1.

DE FRANCA, FABRICIO OLIVETTI; COELHO, GUILHERME PALERMO. Identifying overlapping communities in complex networks with multimodal optimization. In: 2013 IEEE Congress on Evolutionary Computation (CEC), 2013, Cancun. 2013 IEEE Congress on Evolutionary Computation. p. 269-276.

COELHO, G. P.; BARBANTE, C. C.; BOCCATO, L.; ATTUX, R. R. F.; OLIVEIRA, J. R.; VON ZUBEN, F. J.. Automatic Feature Selection for BCI: an Analysis using the Davies-Bouldin Index and Extreme Learning Machines. In: 2012 IEEE World Congress on Computational Intelligence (WCCI), 2012, Brisbane. Proc. of the 2012 IEEE World Congress on Computational Intelligence (WCCI), 2012.

COELHO, G. P.; VON ZUBEN, F. J.. A Concentration-Based Artificial Immune Network for Multi-objective Optimization. In: 6th International Conference on Evolutionary Multi-Criterion Optimization (EMO), 2011, Ouro Preto. Evolutionary Multi-Criterion Optimization - Lecture Notes in Computer Science. Berlin / Heidelberg : Springer, 2011. v. 6576. p. 343-357.

COELHO, G. P.; DE FRANCA, F. O.; VON ZUBEN, F. J.. A Concentration-based Artificial Immune Network for Combinatorial Optimization. In: 2011 IEEE Congress on Evolutionary Computation, 2011, New Orleans. Proc. of the 2011 IEEE Congress on Evolutionary Computation, 2011.

AZUMA, R. M.; COELHO, G. P.; VON ZUBEN, F. J.. Evolutionary Multi-Objective Optimization for the Vendor-Managed Inventory Routing Problem. In: 2011 IEEE Congress on Evolutionary Computation, 2011, New Orleans. Proc. of the 2011 IEEE Congress on Evolutionary Computation (CEC), 2011.

SILVA, D. G.; ATTUX, R. R. F.; NADALIN, E. Z.; COELHO, G. P.; VON ZUBEN, F. J.; DUARTE, L. T.; SUYAMA, R.. “ICA over Finite Fields: an immune-inspired and information-theoretic approach”. In: Anais do Simpósio de Processamento de Sinais (SPS), 2011. Campinas, Brazil

COELHO, G. P., VON ZUBEN, F. J.. A Concentration-based Artificial Immune Network for Continuous Optimization. In: 2010 IEEE World Congress on Computational Intelligence, 2010, Barcelona. Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2010.

DE FRANÇA, F. O., COELHO, G. P., VON ZUBEN, F. J.. On the Diversity Mechanisms of opt-aiNet: A Comparative Study with Fitness Sharing. In: 2010 IEEE World Congress on Computational Intelligence, 2010, Barcelona. Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2010.

DE FRANÇA, F. O., COELHO, G. P., VON ZUBEN, F. J.. Improving a Multi-Objective Multipopulation Artificial Immune Network for Biclustering. In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC), Trondheim, 2009.

DE FRANÇA, F. O., COELHO, G. P., VON ZUBEN, F. J.. Coherent Recommendations using Biclustering. In: 30th Iberian-Latin-American Congress on Computational Methods in Engineering (CILAMCE), 2009, Armação dos Búzios. Proceedings of the 30th Iberian-Latin-American Congress on Computational Methods in Engineering (CILAMCE), 2009.

REIS, P. A., LYRA FILHO, C., CAVELLUCCI, C., VON ZUBEN, F. J., USBERTI, F. L., GONZÁLEZ, J. F. V., COELHO, G. P., FERREIRA, H. M. Problema de Alocação Ótima de Recursos de Manutenção: Formulação e Estudos de Caso. In: Proc. of the XL Simpósio Brasileiro de Pesquisa Operacional João Pessoa, Brazil, 2008.

COELHO, G. P., DE FRANÇA, F. O., VON ZUBEN, F. J. A Multi-Population Multi-Objective Approach for Biclustering In: 7th International Conference on Artificial Immune Systems, 2008, Phuket. Proc. of the 7th International Conference on Artificial Immune System. , 2008.

DE FRANÇA, F. O., COELHO, G. P., ATTUX, R. R. F., VON ZUBEN, F. J. Multivariate Ant Colony Optimization in Continuous Search Spaces In: Genetic and Evolutionary Computation Conference, 2008, Atlanta. Proceedings of the Genetic and Evolutionary Computation Conference. ACM Press, 2008.

COELHO, G. P. ; SILVA, A. E. A. ; ZUBEN, F. J. V.. A Multiobjective Approach to Phylogenetic Trees: Selecting the Most Promising Solutions from the Pareto Front. In: 7th International Conference on Intelligent Systems Design and Applications, 2007, Rio de Janeiro. Proc. of the 7th International Conference on Intelligent Systems Design and Applications, 2007.

COELHO, G. P. ; SILVA, A. E. A. ; ZUBEN, F. J. V.. Evolving Phylogenetic Trees: A Multiobjective Approach. In: Brazilian Symposium on Bioinformatics, 2007, Angra dos Reis. Lecture Notes in Bioinformatics. Berlin Heidelberg : Springer-Verlag, 2007. v. 4643. p. 113-125.

COELHO, G. P. ; ZUBEN, F. J. V.. The Influence Of The Pool Of Candidates On The Performance Of Selection And Combination Techniques In Ensembles. In: 2006 IEEE World Congress on Computational Intelligence, 2006, Vancouver. Proceedings of the 2006 IEEE International Joint Conference on Neural Networks, 2006. p. 10588-10595.

COELHO, G. P. ; ZUBEN, F. J. V.. omni-aiNet: An Immune-inspired Approach for Omni Optimization. In: Fifth International Conference on Artificial Immune Systems (Icaris), 2006, Oeiras. Lecture Notes on Computer Science. Berlin Heidelberg : Springer-Verlag, 2006. v. 4163. p. 294-308.

COELHO, G. P. ; CASTRO, P. D. ; ZUBEN, F. J. V.. The Effective Use of Diverse Rule Bases in Fuzzy Classification. In: Congresso Brasileiro de Redes Neurais, 2005, Natal. Anais do VII CBRN - Congresso Brasileiro de Redes Neurais, 2005.

CASTRO, P. D. ; COELHO, G. P. ; CAETANO, M. F. ; ZUBEN, F. J. V.. Designing Ensembles of Fuzzy Classification Systems: An Immune-Inspired Approach. In: International Conference on Artificial Immune Systems (Icaris), 2005, Banff. Lecture Notes on Computer Science. Berlin Heidelberg : Springer-Verlag, 2005. v. 3627. p. 469-482.

Extended Abstracts

DE FRANÇA, F. O., COELHO, G. P., VON ZUBEN, F. J. bicACO: An Ant Colony Inspired Biclustering Algorithm In: Proc. of 6th International Conference on Ant Colony Optimization and Swarm Intelligence, Brussels, 2008.

PhD. Thesis

COELHO, G.P. Redes Imunológicas Artificiais para Otimização em Espaços Contínuos: Uma Proposta Baseada em Concentração de Anticorpos (in Portuguese). Tese de Doutorado, Faculdade de Engenharia Elétrica e Computação (FEEC), Universidade Estadual de Campinas (Unicamp), 2011.

MSc. Dissertation

COELHO, G. P. Geração, Seleção e Combinação de Componentes para Ensembles de Redes Neurais Aplicadas a Problemas de Classificação (in Portuguese). Dissertação de Mestrado, Faculdade de Engenharia Elétrica e Computação (FEEC), Universidade Estadual de Campinas (Unicamp), 2006.