Genetic Programming Bibliography entries for Heder Soares Bernardino

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GP coauthors/coeditors: Douglas A Augusto, Helio J C Barbosa, Andre da Motta Salles Barreto, Eduardo S Castro, Joao Nisan Correia Guerreiro, Jose Eduardo Henriques da Silva, Lucas Augusto Muller de Souza, Alex Borges Vieira, Luciana Conceicao Dias Campos, Itamar Leite de Oliveira, Joao Marcos de Freitas, Marcus Vinicius Silva, Felipe Rafael de Souza, Joao de Freitas, Luciana Goncalves, Stenio Soares, Leandro S Lima, Francisco Augusto Lima Manfrini, Johnathan Mayke Melo Neto, Frederico Jose Dias Moeller, Luciana Brugiolo Goncalves, Stenio Sa Rosario Furtado Soares, Flavio Andrade Amaral Motta, Felipe Souza Teixeira, Luciano Jerez Chaves, Luciana Prachedes, Itamar de Oliveira, 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 Heder Soares Bernardino

  1. Lucas Augusto Muller de Souza and Jose Eduardo Henriques da Silva and Luciano Jerez Chaves and Heder Soares Bernardino. A benchmark suite for designing combinational logic circuits via metaheuristics. Applied Soft Computing, 91:106246, 2020. details

  2. 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

  3. 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

  4. 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

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

  6. 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 Heder Soares Bernardino

  1. Luciana Prachedes and Jose Eduardo da Silva and Heder Bernardino and Itamar de Oliveira. High-performance Cartesian Genetic Programming on GPU for the Inference of Gene Regulatory Networks using scRNA-Seq Time-Series Data. In Heike Trautmann and Carola Doerr and Alberto Moraglio and Thomas Bartz-Beielstein and Bogdan Filipic and Marcus Gallagher and Yew-Soon Ong and Abhishek Gupta and Anna V Kononova and Hao Wang and Michael Emmerich and Peter A. N. Bosman and Daniela Zaharie and Fabio Caraffini and Johann Dreo and Anne Auger and Konstantin Dietric and Paul Dufosse and Tobias Glasmachers and Nikolaus Hansen and Olaf Mersmann and Petr Posik and Tea Tusar and Dimo Brockhoff and Tome Eftimov and Pascal Kerschke and Boris Naujoks and Mike Preuss and Vanessa Volz and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Mark Coletti and Catherine (Katie) Schuman and Eric “Siggy” Scott and Robert Patton and Paul Wiegand and Jeffrey K. Bassett and Chathika Gunaratne and Tinkle Chugh and Richard Allmendinger and Jussi Hakanen and Daniel Tauritz and John Woodward and Manuel Lopez-Ibanez and John McCall and Jaume Bacardit and Alexander Brownlee and Stefano Cagnoni and Giovanni Iacca and David Walker and Jamal Toutouh and UnaMay O'Reilly and Penousal Machado and Joao Correia and Sergio Nesmachnow and Josu Ceberio and Rafael Villanueva and Ignacio Hidalgo and Francisco Fernandez de Vega and Giuseppe Paolo and Alex Coninx and Antoine Cully and Adam Gaier and Stefan Wagner and Michael Affenzeller and Bobby R. Bruce and Vesna Nowack and Aymeric Blot and Emily Winter and William B. Langdon and Justyna Petke and Silvino Fernandez Alzueta and Pablo Valledor Pellicer and Thomas Stuetzle and David Paetzel and Alexander Wagner and Michael Heider and Nadarajen Veerapen and Katherine Malan and Arnaud Liefooghe and Sebastien Verel and Gabriela Ochoa and Mohammad Nabi Omidvar and Yuan Sun and Ernesto Tarantino and De Falco Ivanoe and Antonio Della Cioppa and Scafuri Umberto and John Rieffel and Jean-Baptiste Mouret and Stephane Doncieux and Stefanos Nikolaidis and Julian Togelius and Matthew C. Fontaine and Serban Georgescu and Francisco Chicano and Darrell Whitley and Oleksandr Kyriienko and Denny Dahl and Ofer Shir and Lee Spector and Alma Rahat and Richard Everson and Jonathan Fieldsend and Handing Wang and Yaochu Jin and Erik Hemberg and Marwa A. Elsayed and Michael Kommenda and William La Cava and Gabriel Kronberger and Steven Gustafson editors, Proceedings of the 2022 Genetic and Evolutionary Computation Conference Companion, Boston, USA, 2022. Association for Computing Machinery. details

  2. Joao de Freitas and Heder Bernardino and Luciana Goncalves and Stenio Soares. Human Activity Recognition Using Grammar-based Genetic Programming. In Heike Trautmann and Carola Doerr and Alberto Moraglio and Thomas Bartz-Beielstein and Bogdan Filipic and Marcus Gallagher and Yew-Soon Ong and Abhishek Gupta and Anna V Kononova and Hao Wang and Michael Emmerich and Peter A. N. Bosman and Daniela Zaharie and Fabio Caraffini and Johann Dreo and Anne Auger and Konstantin Dietric and Paul Dufosse and Tobias Glasmachers and Nikolaus Hansen and Olaf Mersmann and Petr Posik and Tea Tusar and Dimo Brockhoff and Tome Eftimov and Pascal Kerschke and Boris Naujoks and Mike Preuss and Vanessa Volz and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Mark Coletti and Catherine (Katie) Schuman and Eric “Siggy” Scott and Robert Patton and Paul Wiegand and Jeffrey K. Bassett and Chathika Gunaratne and Tinkle Chugh and Richard Allmendinger and Jussi Hakanen and Daniel Tauritz and John Woodward and Manuel Lopez-Ibanez and John McCall and Jaume Bacardit and Alexander Brownlee and Stefano Cagnoni and Giovanni Iacca and David Walker and Jamal Toutouh and UnaMay O'Reilly and Penousal Machado and Joao Correia and Sergio Nesmachnow and Josu Ceberio and Rafael Villanueva and Ignacio Hidalgo and Francisco Fernandez de Vega and Giuseppe Paolo and Alex Coninx and Antoine Cully and Adam Gaier and Stefan Wagner and Michael Affenzeller and Bobby R. Bruce and Vesna Nowack and Aymeric Blot and Emily Winter and William B. Langdon and Justyna Petke and Silvino Fernandez Alzueta and Pablo Valledor Pellicer and Thomas Stuetzle and David Paetzel and Alexander Wagner and Michael Heider and Nadarajen Veerapen and Katherine Malan and Arnaud Liefooghe and Sebastien Verel and Gabriela Ochoa and Mohammad Nabi Omidvar and Yuan Sun and Ernesto Tarantino and De Falco Ivanoe and Antonio Della Cioppa and Scafuri Umberto and John Rieffel and Jean-Baptiste Mouret and Stephane Doncieux and Stefanos Nikolaidis and Julian Togelius and Matthew C. Fontaine and Serban Georgescu and Francisco Chicano and Darrell Whitley and Oleksandr Kyriienko and Denny Dahl and Ofer Shir and Lee Spector and Alma Rahat and Richard Everson and Jonathan Fieldsend and Handing Wang and Yaochu Jin and Erik Hemberg and Marwa A. Elsayed and Michael Kommenda and William La Cava and Gabriel Kronberger and Steven Gustafson editors, Proceedings of the 2022 Genetic and Evolutionary Computation Conference Companion, pages 699-702, Boston, USA, 2022. Association for Computing Machinery. details

  3. 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

  4. 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

  5. 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

  6. Frederico Jose Dias Moeller and Heder Soares Bernardino and Luciana Brugiolo Goncalves and Stenio Sa Rosario Furtado Soares. A Reinforcement Learning Based Adaptive Mutation for Cartesian Genetic Programming Applied to the Design of Combinational Logic Circuits. In Ricardo Cerri and Ronaldo C. Prati editors, Intelligent Systems - 9th Brazilian Conference, BRACIS 2020, Rio Grande, Brazil, October 20-23, 2020, Proceedings, Part II, volume 12320, pages 18-32, 2020. Springer. details

  7. 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

  8. Jose Eduardo Henriques da Silva and Lucas Augusto Muller de Souza and Heder Soares Bernardino. Cartesian Genetic Programming with Guided and Single Active Mutations for Designing Combinational Logic Circuits. 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 396-408, 2019. Springer. details

  9. 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

  10. Jose Eduardo Henriques da Silva and Heder Soares Bernardino. A 3-Step Cartesian Genetic Programming for Designing Combinational Logic Circuits with Multiplexers. In Paulo Moura Oliveira and Paulo Novais and Luis Paulo Reis editors, Progress in Artificial Intelligence - 19th EPIA Conference on Artificial Intelligence, EPIA 2019, Vila Real, Portugal, September 3-6, 2019, Proceedings, Part I, volume 11804, pages 762-774, 2019. Springer. details

  11. Joao Marcos de Freitas and Felipe Rafael de Souza and Heder Bernardino. Evolving Controllers for Mario AI Using Grammar-based Genetic Programming. In Marley Vellasco editor, 2018 IEEE Congress on Evolutionary Computation (CEC), Rio de Janeiro, Brazil, 2018. IEEE. details

  12. Jose Eduardo da Silva and Heder Bernardino. Cartesian Genetic Programming with Crossover for Designing Combinational Logic Circuits. In 2018 7th Brazilian Conference on Intelligent Systems (BRACIS), pages 145-150, 2018. details

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

  32. 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

Genetic Programming book chapters by Heder Soares Bernardino