Genetic Programming Bibliography entries for Helio J C Barbosa

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GP coauthors/coeditors: Douglas A Augusto, Nelson F F Ebecken, Andre da Motta Salles Barreto, Heder Soares Bernardino, Eduardo S Castro, Joao Nisan Correia Guerreiro, Jose Eduardo Henriques da Silva, Alex Borges Vieira, Luciana Conceicao Dias Campos, Itamar Leite de Oliveira, Joao Marcos de Freitas, Marcus Vinicius Silva, Amanda Sabatini Dufek, Pedro Leite da Silva Dias, Celio Henrique Nogueira Larcher Junior, Leandro S Lima, Francisco Augusto Lima Manfrini, Johnathan Mayke Melo Neto, Flavio Andrade Amaral Motta, Felipe Souza Teixeira, Igor L S Russo, Carlos Cristiano Hasenclever Borges, Bruno Marcos Pinheiro da Silva, Gabriel Henrique de Souza, Rafael Valente Veiga, Neuza Alcatara-Neves, Caroline Alves Feitosa, Sheila M A Matos, Neuza Maria Alcantara-Neves, Mauricio Lima Barreto,

Genetic Programming Articles by Helio J C Barbosa

  1. Rafael V. Veiga and Helio J. C. Barbosa and Heder S. Bernardino and Joao M. Freitas and Caroline A. Feitosa and Sheila M. A. Matos and Neuza M. Alcantara-Neves and Mauricio L. Barreto. Multiobjective grammar-based genetic programming applied to the study of asthma and allergy epidemiology. BMC Bioinformatics, 19(245) 2018. details

  2. Igor L. S. Russo and Heder S. Bernardino and Helio J. C. Barbosa. Knowledge discovery in multiobjective optimization problems in engineering via Genetic Programming. Expert Systems with Applications, 99:93-102, 2018. details

  3. Igor L. S. Russo and Heder S. Bernardino and Helio J. C. Barbosa. A massively parallel Grammatical Evolution technique with OpenCL. Journal of Parallel and Distributed Computing, 109:333-349, 2017. details

  4. Amanda S. Dufek and Douglas A. Augusto and Pedro L. S. Dias and Helio J. C. Barbosa. Application of evolutionary computation on ensemble forecast of quantitative precipitation. Computers \& Geosciences, 106:139-149, 2017. details

  5. Douglas A. Augusto and Helio J. C. Barbosa. Accelerated parallel genetic programming tree evaluation with OpenCL. Journal of Parallel and Distributed Computing, 73(1):86-100, 2013. Metaheuristics on GPUs. details

  6. Heder S. Bernardino and Helio J. C. Barbosa. Grammar-based immune programming. Natural Computing, 10(1):209-241, 2011. details

  7. Helio J. C. Barbosa and Heder S. Bernardino. Genetic Programming in Civil, Structural and Environmental Engineering. Computational Technology Reviews, 4:115-145, 2011. details

Genetic Programming conference papers by Helio J C Barbosa

  1. Gabriel Henrique de Souza and Heder Soares Bernardino and Alex Borges Vieira and Helio Jose Correa Barbosa. Genetic Programming for Feature Extraction in Motor Imagery Brain-Computer Interface. In Progress in Artificial Intelligence, 2021. Springer. details

  2. Bruno M. P. Silva and Heder S. Bernardino and Helio J. C. Barbosa. Human Activity Recognition Using Parallel Cartesian Genetic Programming. In Yew-Soon Ong editor, 2021 IEEE Congress on Evolutionary Computation (CEC), pages 474-481, Krakow, Poland, 2021. details

  3. Jose Eduardo H. da Silva and Heder S. Bernardino and Helio J. C. Barbosa and Alex B. Vieira and Luciana C. D. Campos and Itamar L. de Oliveira. Inferring Gene Regulatory Network Models from Time-Series Data Using Metaheuristics. In Yaochu Jin editor, 2020 IEEE Congress on Evolutionary Computation (CEC), 2020. details

  4. Johnathan M. Melo Neto and Heder S. Bernardino and Helio J. C. Barbosa. On the Impact of the Objective Function on Imbalanced Data using Cartesian Genetic Programming Neuroevolutionary Approaches. In 2019 IEEE Congress on Evolutionary Computation (CEC), pages 1860-1867, 2019. details

  5. Celio H. N. Larcher, Jr. and Helio J. C. Barbosa. Auto-CVE: A coevolutionary approach to evolve ensembles in Automated Machine Learning. In Manuel Lopez-Ibanez and Thomas Stuetzle and Anne Auger and Petr Posik and Leslie Peprez Caceres and Andrew M. Sutton and Nadarajen Veerapen and Christine Solnon and Andries Engelbrecht and Stephane Doncieux and Sebastian Risi and Penousal Machado and Vanessa Volz and Christian Blum and Francisco Chicano and Bing Xue and Jean-Baptiste Mouret and Arnaud Liefooghe and Jonathan Fieldsend and Jose Antonio Lozano and Dirk Arnold and Gabriela Ochoa and Tian-Li Yu and Holger Hoos and Yaochu Jin and Ting Hu and Miguel Nicolau and Robin Purshouse and Thomas Baeck and Justyna Petke and Giuliano Antoniol and Johannes Lengler and Per Kristian Lehre editors, GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference, pages 392-400, Prague, Czech Republic, 2019. ACM. details

  6. Leandro S. Lima and Heder S. Bernardino and Helio J. C. Barbosa. Designing Combinational Circuits Using a Multi-objective Cartesian Genetic Programming with Adaptive Population Size. In Giuseppe Nicosia and Panos M. Pardalos and Renato Umeton and Giovanni Giuffrida and Vincenzo Sciacca editors, Machine Learning, Optimization, and Data Science - 5th International Conference, LOD 2019, Siena, Italy, September 10-13, 2019, Proceedings, volume 11943, pages 592-604, 2019. Springer. details

  7. Flavio Motta and Joao Freitas and Felipe Souza and Heder Bernardino and Itamar Oliveira and Helio Barbosa. A Hybrid Grammar-based Genetic Programming for Symbolic Regression Problems. In Marley Vellasco editor, 2018 IEEE Congress on Evolutionary Computation (CEC), Rio de Janeiro, Brazil, 2018. IEEE. details

  8. Johnathan Melo Neto and Heder Bernardino and Helio Barbosa. Hybridization of Cartesian Genetic Programming and Differential Evolution for Generating Classifiers based on Neural Networks. In Marley Vellasco editor, 2018 IEEE Congress on Evolutionary Computation (CEC), Rio de Janeiro, Brazil, 2018. IEEE. details

  9. Igor L. S. Russo and Heder S. Bernardino and Carlos C. H. Borges and Helio J. C. Barbosa. An Initialization Method for Grammatical Evolution Assisted by Decision Trees. In Yew-Soon Ong editor, Proceedings of 2016 IEEE Congress on Evolutionary Computation (CEC 2016), pages 3300-3307, Vancouver, 2016. IEEE Press. details

  10. Francisco A. L. Manfrini and Heder S. Bernardino and Helio J. C. Barbosa. A Novel Efficient Mutation for Evolutionary Design of Combinational Logic Circuits. In Julia Handl and Emma Hart and Peter R. Lewis and Manuel Lopez-Ibanez and Gabriela Ochoa and Ben Paechter editors, 14th International Conference on Parallel Problem Solving from Nature, volume 9921, Edinburgh, 2016. Springer. details

  11. Francisco A. L. Manfrini and Heder S. Bernardino and Helio J. C. Barbosa. On Heuristics for Seeding the Initial Population of Cartesian Genetic Programming Applied to Combinational Logic Circuits. In Tobias Friedrich and Frank Neumann and Andrew M. Sutton and Martin Middendorf and Xiaodong Li and Emma Hart and Mengjie Zhang and Youhei Akimoto and Peter A. N. Bosman and Terry Soule and Risto Miikkulainen and Daniele Loiacono and Julian Togelius and Manuel Lopez-Ibanez and Holger Hoos and Julia Handl and Faustino Gomez and Carlos M. Fonseca and Heike Trautmann and Alberto Moraglio and William F. Punch and Krzysztof Krawiec and Zdenek Vasicek and Thomas Jansen and Jim Smith and Simone Ludwig and JJ Merelo and Boris Naujoks and Enrique Alba and Gabriela Ochoa and Simon Poulding and Dirk Sudholt and Timo Koetzing editors, GECCO '16 Companion: Proceedings of the Companion Publication of the 2016 Annual Conference on Genetic and Evolutionary Computation, pages 105-106, Denver, USA, 2016. ACM. details

  12. Rafael Veiga and Joao Marcos de Freitas and Heder Bernardino and Helio Barbosa and Neuza Alcatara-Neves. Using Grammar-based Genetic Programming to Determine Characteristics of Multiple Infections and Environmental Factors in the Development of Allergies and Asthma. In Yadahiko Murata editor, Proceedings of 2015 IEEE Congress on Evolutionary Computation (CEC 2015), pages 1604-1611, Sendai, Japan, 2015. IEEE Press. details

  13. Heder Bernardino and Helio Barbosa. Grammar-based Immune Programming to Assist in the Solution of Functional Equations. In Yadahiko Murata editor, Proceedings of 2015 IEEE Congress on Evolutionary Computation (CEC 2015), pages 1167-1174, Sendai, Japan, 2015. IEEE Press. details

  14. Joao Marcos de Freitas and Marcus Vinicius Silva and Heder S. Bernardino and Joao N. C. Guerreiro and Helio J. C. Barbosa. Aplica\cc\~ao de uma programa\cc\~ao gen\'etica gramatical na infer\^encia da m\'axima deforma\cc\~ao longitudinal de dutos com amassamento. In Evandro Parente Junior editor, Proceedings of the Ibero-Latin American Congress on Computational Methods in Engineering (CILAMCE), pages CILAMCE2014-0422, Av. Monsenhor Tabosa, 740 - Praia de Iracema - Fortaleza - Ceara - Brazil, 60.165-010., 2014. details

  15. Igor L. S. Russo and Heder S. Bernardino and Helio J. C. Barbosa. Evolucao gramatical massivamente paralela. In Evandro Parente Junior editor, Proceedings of the Ibero-Latin American Congress on Computational Methods in Engineering (CILAMCE), Av. Monsenhor Tabosa, 740 - Praia de Iracema - Fortaleza - Ceara - Brazil, 60.165-010., 2014. details

  16. Igor L. S. Russo and Heder S. Bernardino and Helio J. C. Barbosa. Evolu\cc\~ao gramatical massivamente paralela com OpenCL via compila\cc\~ao dos modelos candidatos. In Evandro Parente Junior editor, Proceedings of the Ibero-Latin American Congress on Computational Methods in Engineering (CILAMCE), Av. Monsenhor Tabosa, 740 - Praia de Iracema - Fortaleza - Ceara - Brazil, 60.165-010., 2014. details

  17. Francisco Manfrini and Helio Barbosa and Heder Bernardino. Optimization of Combinational Logic Circuits Through Decomposition of Truth Table and Evolution of Sub-Circuits. In Carlos A. Coello Coello editor, Proceedings of the 2014 IEEE Congress on Evolutionary Computation, pages 945-950, Beijing, China, 2014. details

  18. Amanda Sabatini Dufek and Douglas Adriano Augusto and Pedro Leite da Silva Dias and Helio Jose Correa Barbosa. Evaluating the Feasibility of Grammar-based GP in Combining Meteorological Forecast Models. In Luis Gerardo de la Fraga editor, 2013 IEEE Conference on Evolutionary Computation, volume 1, pages 32-39, Cancun, Mexico, 2013. details

  19. Douglas A. Augusto and Heder S. Bernardino and Helio J. C. Barbosa. Improving recruitment effectiveness using genetic programming techniques. In Christian Blum and Enrique Alba and Thomas Bartz-Beielstein and Daniele Loiacono and Francisco Luna and Joern Mehnen and Gabriela Ochoa and Mike Preuss and Emilia Tantar and Leonardo Vanneschi and Kent McClymont and Ed Keedwell and Emma Hart and Kevin Sim and Steven Gustafson and Ekaterina Vladislavleva and Anne Auger and Bernd Bischl and Dimo Brockhoff and Nikolaus Hansen and Olaf Mersmann and Petr Posik and Heike Trautmann and Muhammad Iqbal and Kamran Shafi and Ryan Urbanowicz and Stefan Wagner and Michael Affenzeller and David Walker and Richard Everson and Jonathan Fieldsend and Forrest Stonedahl and William Rand and Stephen L. Smith and Stefano Cagnoni and Robert M. Patton and Gisele L. Pappa and John Woodward and Jerry Swan and Krzysztof Krawiec and Alexandru-Adrian Tantar and Peter A. N. Bosman and Miguel Vega-Rodriguez and Jose M. Chaves-Gonzalez and David L. Gonzalez-Alvarez and Sergio Santander-Jimenez and Lee Spector and Maarten Keijzer and Kenneth Holladay and Tea Tusar and Boris Naujoks editors, GECCO '13 Companion: Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion, pages 177-178, Amsterdam, The Netherlands, 2013. ACM. details

  20. D. A. Augusto and H. S. Bernardino and H. J. C. Barbosa. Predicting the Performance of Job Applicants by Means of Genetic Programming. In BRICS Congress on Computational Intelligence and 11th Brazilian Congress on Computational Intelligence (BRICS-CCI CBIC 2013), pages 98-103, 2013. details

  21. Heder S. Bernardino and Helio J. C. Barbosa. Simultaneous topology, shape, and sizing optimization of Truss structures via grammatical evolution. In Paulo M. Pimenta editor, Proceedings of the 10th World Congress on Computational Mechanics (WCCM), Sao Paulo, Brazil, 2012. details

  22. Heder S. Bernardino and Helio J. C. Barbosa. Inferring Systems of Ordinary Differential Equations via Grammar-Based Immune Programming. In Pietro Lio and Giuseppe Nicosia and Thomas Stibor editors, Proceedings of the International Conference on Artificial Immune Systems (ICARIS), volume 6825, pages 198-211, Cambridge, UK, 2011. Springer. details

  23. Heder S. Bernardino and Eduardo S. Castro and Joao N. C. Guerreiro and Helio J. C. Barbosa. Inferring strains on a locally deformed pipe via grammar-based immune programming. In Andrea R. D. Silva editor, Proceedings of the Iberian Latin American Congress on Computational Methods in Engineering (CILAMCE), Ouro Preto, MG, Brazil, 2011. details

  24. Douglas A. Augusto and Helio J. C. Barbosa and Andre M. S. Barreto and Heder S. Bernardino. A new approach for generating numerical constants in grammatical evolution. In Natalio Krasnogor and Pier Luca Lanzi and Andries Engelbrecht and David Pelta and Carlos Gershenson and Giovanni Squillero and Alex Freitas and Marylyn Ritchie and Mike Preuss and Christian Gagne and Yew Soon Ong and Guenther Raidl and Marcus Gallager and Jose Lozano and Carlos Coello-Coello and Dario Landa Silva and Nikolaus Hansen and Silja Meyer-Nieberg and Jim Smith and Gus Eiben and Ester Bernado-Mansilla and Will Browne and Lee Spector and Tina Yu and Jeff Clune and Greg Hornby and Man-Leung Wong and Pierre Collet and Steve Gustafson and Jean-Paul Watson and Moshe Sipper and Simon Poulding and Gabriela Ochoa and Marc Schoenauer and Carsten Witt and Anne Auger editors, GECCO '11: Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, pages 193-194, Dublin, Ireland, 2011. ACM. details

  25. Douglas Adriano Augusto and Helio J. C. Barbosa and Andre da Motta Salles Barreto and Heder S. Bernardino. Evolving Numerical Constants in Grammatical Evolution with the Ephemeral Constant Method. In Luis Antunes and Helena Sofia Pinto editors, Proceedings 15th Portuguese Conference on Artificial Intelligence, EPIA 2011, volume 7026, pages 110-124, Lisbon, Portugal, 2011. details

  26. Heder Soares Bernardino and Helio Jose Correa Barbosa. Comparing two ways of inferring a differential equation model via Grammar-based Immune Programming. In Eduardo Dvorkin and Marcela Goldschmit and Mario Storti editors, Proceedings of the Iberian Latin American Congress on Computational Methods in Engineering (CILAMCE), pages 9107-9124, Buenos Aires, 2010. Asociacion Argentina de Mecanica Computacional http://www.amcaonline.org.ar. details

  27. Douglas Adriano Augusto and Helio Jose Correa Barbosa and Nelson Francisco Favilla Ebecken. Coevolutionary multi-population genetic programming for data classification. In Juergen Branke and Martin Pelikan and Enrique Alba and Dirk V. Arnold and Josh Bongard and Anthony Brabazon and Juergen Branke and Martin V. Butz and Jeff Clune and Myra Cohen and Kalyanmoy Deb and Andries P Engelbrecht and Natalio Krasnogor and Julian F. Miller and Michael O'Neill and Kumara Sastry and Dirk Thierens and Jano van Hemert and Leonardo Vanneschi and Carsten Witt editors, GECCO '10: Proceedings of the 12th annual conference on Genetic and evolutionary computation, pages 933-940, Portland, Oregon, USA, 2010. ACM. details

  28. Heder S. Bernardino and Helio J. C. Barbosa. Grammar-Based Immune Programming for Symbolic Regression. In Paul S. Andrews and Jon Timmis and Nick D. L. Owens and Uwe Aickelin and Emma Hart and Andrew Hone and Andy M. Tyrrell editors, Proceedings of the 8th International Conference on Artificial Immune Systems (ICARIS), volume 5666, pages 274-287, York, UK, 2009. Springer. details

  29. Douglas A. Augusto and Helio J. C. Barbosa and Nelson F. F. Ebecken. Coevolution of data samples and classifiers integrated with grammatically-based genetic programming for data classification. In Maarten Keijzer and Giuliano Antoniol and Clare Bates Congdon and Kalyanmoy Deb and Benjamin Doerr and Nikolaus Hansen and John H. Holmes and Gregory S. Hornby and Daniel Howard and James Kennedy and Sanjeev Kumar and Fernando G. Lobo and Julian Francis Miller and Jason Moore and Frank Neumann and Martin Pelikan and Jordan Pollack and Kumara Sastry and Kenneth Stanley and Adrian Stoica and El-Ghazali Talbi and Ingo Wegener editors, GECCO '08: Proceedings of the 10th annual conference on Genetic and evolutionary computation, pages 1171-1178, Atlanta, GA, USA, 2008. ACM. details

  30. Douglas A. Augusto and Helio J. C. Barbosa. Symbolic Regression via Genetic Programming. In VI Brazilian Symposium on Neural Networks (SBRN'00), page 173, Rio de Janeiro, RJ, Brazil, 2000. IEEE. VI Simposio Brasileiro de Redes Neurais. details

Genetic Programming book chapters by Helio J C Barbosa

  1. Amanda Sabatini Dufek and Douglas Adriano Augusto and Helio Jose Correa Barbosa and Pedro Leite da Silva Dias. Multi- and Many-Threaded Heterogeneous Parallel Grammatical Evolution. In Conor Ryan and Michael O'Neill and J. J. Collins editors, Handbook of Grammatical Evolution, chapter 9, pages 219-244. Springer, 2018. details

  2. Heder S. Bernardino and Helio J. C. Barbosa. Infer\^encia de Modelos Utilizando a Programa\cc\~ao Imunol\'ogica Gramatical. In Fran S\'ergio Lobato and Valder Steffen Jr. and Antonio Jos\'e da Silva Neto editors, T\'ecnicas de Intelig\^encia Computacional com Aplica\cc\~oes em Problemas Inversos de Engenharia, chapter 4, pages 37-50. Omnipax, Curitiba, PR, 2014. details

  3. Douglas Adriano Augusto and Heder Soares Bernardino and Helio Jose Correa Barbosa. Programa\cc\~ao Gen\'etica. In Heitor Silvrio Lopes and Luiz Carlos de Abreu Rodrigues and Maria Teresinha Arns Steiner editors, Meta-Heursticas em Pesquisa Operacional, chapter 5, pages 69-86. Omnipax, Curitiba, PR, 2013. details

  4. Douglas A. Augusto and Heder S. Bernardino and Helio J. C. Barbosa. Parallel Genetic Programming on Graphics Processing Units. In Sebastian Ventura editor, Genetic Programming - New Approaches and Successful Applications, chapter 5, pages 95-114. InTech, 2012. details