Genetic Programming Bibliography entries for Ivo Goncalves

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GP coauthors/coeditors: Mauro Castelli, Luca Manzoni, Leonardo Vanneschi, Leonardo Trujillo, Sara Silva, Ales Popovic, Joana B Melo, Joao M B Carreiras, Carlos M Fonseca, Carlos Antonio Goribar Jimenez, Yazmin Maldonado Robles, Eric Medvet, Marco Virgolin, Peter A N Bosman, Tea Tusar, Vijay Ingalalli, Susana de Almeida Mendes Vinga Martins, Jose Miguel Ranhada Vellez Caldas, Krzysztof Krawiec, Alberto Moraglio,

Genetic Programming Articles by Ivo Goncalves

Genetic Programming PhD doctoral thesis Ivo Goncalves

Genetic Programming conference papers by Ivo Goncalves

  1. Mauro Castelli and Ivo Goncalves and Luca Manzoni and Leonardo Vanneschi. Pruning Techniques for Mixed Ensembles of Genetic Programming Models. In Mauro Castelli and Lukas Sekanina and Mengjie Zhang and Stefano Cagnoni and Pablo Garcia-Sanchez editors, EuroGP 2018: Proceedings of the 21st European Conference on Genetic Programming, volume 10781, pages 52-67, Parma, Italy, 2018. Springer Verlag. details

  2. Leonardo Vanneschi and Mauro Castelli and Ivo Goncalves and Luca Manzoni and Sara Silva. Geometric semantic genetic programming for biomedical applications: A state of the art upgrade. In Jose A. Lozano editor, 2017 IEEE Congress on Evolutionary Computation (CEC), pages 177-184, Donostia, San Sebastian, Spain, 2017. IEEE. details

  3. Carlos Goribar-Jimenez and Yazmin Maldonado and Leonardo Trujillo and Mauro Castelli and Ivo Goncalves and Leonardo Vanneschi. Towards the development of a complete GP system on an FPGA using geometric semantic operators. In Jose A. Lozano editor, 2017 IEEE Congress on Evolutionary Computation (CEC), pages 1932-1939, Donostia, San Sebastian, Spain, 2017. IEEE. details

  4. Leonardo Vanneschi and Mauro Castelli and Luca Manzoni and Krzysztof Krawiec and Alberto Moraglio and Sara Silva and Ivo Goncalves. PSXO: Population-wide Semantic Crossover. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 257-258, Berlin, Germany, 2017. ACM. details

  5. Ivo Goncalves and Sara Silva and Carlos M. Fonseca and Mauro Castelli. Unsure when to Stop?: Ask Your Semantic Neighbors. In Proceedings of the Genetic and Evolutionary Computation Conference, pages 929-936, Berlin, Germany, 2017. ACM. details

  6. Mauro Castelli and Luca Manzoni and Ivo Goncalves and Leonardo Vanneschi and Leonardo Trujillo and Sara Silva. An Analysis of Geometric Semantic Crossover: A Computational Geometry Approach. In Proceedings of the 8th International Joint Conference on Computational Intelligence, IJCCI (ECTA) 2016, pages 201-208, 2016. Scitepress. details

  7. Ivo Goncalves and Sara Silva and Carlos M. Fonseca and Mauro Castelli. Arbitrarily Close Alignments in the Error Space: a Geometric Semantic Genetic Programming Approach. 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 99-100, Denver, USA, 2016. ACM. details

  8. Ivo Goncalves and Sara Silva and Carlos M. Fonseca. Semantic Learning Machine: A Feedforward Neural Network Construction Algorithm Inspired by Geometric Semantic Genetic Programming. In Francisco C. Pereira and Penousal Machado and Ernesto Costa and Amilcar Cardoso editors, Progress in Artificial Intelligence - 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, volume 9273, pages 280-285, Coimbra, Portugal, 2015. Springer. details

  9. Ivo Goncalves and Sara Silva and Carlos M. Fonseca. On the Generalization Ability of Geometric Semantic Genetic Programming. In Penousal Machado and Malcolm I. Heywood and James McDermott and Mauro Castelli and Pablo Garcia-Sanchez and Paolo Burelli and Sebastian Risi and Kevin Sim editors, 18th European Conference on Genetic Programming, volume 9025, pages 41-52, Copenhagen, 2015. Springer. details

  10. Ivo Goncalves and Sara Silva. Balancing Learning and Overfitting in Genetic Programming with Interleaved Sampling of Training data. In Krzysztof Krawiec and Alberto Moraglio and Ting Hu and A. Sima Uyar and Bin Hu editors, Proceedings of the 16th European Conference on Genetic Programming, EuroGP 2013, volume 7831, pages 73-84, Vienna, Austria, 2013. Springer Verlag. details

  11. Sara Silva and Vijay Ingalalli and Susana Vinga and Joao M. B. Carreiras and Joana B. Melo and Mauro Castelli and Leonardo Vanneschi and Ivo Goncalves and Jose Caldas. Prediction of Forest Aboveground Biomass: An Exercise on Avoiding Overfitting. In Anna I. Esparcia-Alcazar and Antonio Della Cioppa and Ivanoe De Falco and Ernesto Tarantino and Carlos Cotta and Robert Schaefer and Konrad Diwold and Kyrre Glette and Andrea Tettamanzi and Alexandros Agapitos and Paolo Burrelli and J. J. Merelo and Stefano Cagnoni and Mengjie Zhang and Neil Urquhart and Kevin Sim and Aniko Ekart and Francisco Fernandez de Vega and Sara Silva and Evert Haasdijk and Gusz Eiben and Anabela Simoes and Philipp Rohlfshagen editors, Applications of Evolutionary Computing, EvoApplications 2013: EvoCOMNET, EvoCOMPLEX, EvoENERGY, EvoFIN, EvoGAMES, EvoIASP, EvoINDUSTRY, EvoNUM, EvoPAR, EvoRISK, EvoROBOT, EvoSTOC, volume 7835, pages 407-417, Vienna, 2013. Springer Verlag. details

  12. Ivo Goncalves and Sara Silva and Joana B. Melo and Joao M. B. Carreiras. Random Sampling Technique for Overfitting Control in Genetic Programming. In Alberto Moraglio and Sara Silva and Krzysztof Krawiec and Penousal Machado and Carlos Cotta editors, Proceedings of the 15th European Conference on Genetic Programming, EuroGP 2012, volume 7244, pages 218-229, Malaga, Spain, 2012. Springer Verlag. details

  13. Ivo Goncalves and Sara Silva. Experiments on Controlling Overfitting in Genetic Programming. In Local proceedings of the 15th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence, pages 152-166, 2011. details