Genetic Programming Bibliography entries for Sara Silva

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GP coauthors/coeditors: Mauro Castelli, Luca Manzoni, Leonardo Vanneschi, Anna Esparcia-Alcazar, Aniko Ekart, Stephen Dignum, A Sima Etaner-Uyar, Ivo Goncalves, Joana Patricia Teixeira Melo, Joao M B Carreiras, Marco Lotz, Alberto Moraglio, Krzysztof Krawiec, Penousal Machado, Carlos Cotta, Jonas Almeida, Ernesto Costa, Pedro J N Silva, Yao-Ting Tseng, Maria Joao M Vasconcelos, James A Foster, Miguel Nicolau, Mario Giacobini, Leonardo Trujillo, Pierrick Legrand,

Genetic Programming Articles by Sara Silva

Genetic Programming PhD doctoral thesis Sara Silva

Genetic Programming Conference proceedings edited by Sara Silva

Genetic Programming conference papers by Sara Silva

  1. 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

  2. Leonardo Trujillo and Sara Silva and Pierrick Legrand and Leonardo Vanneschi. An empirical study of functional complexity as an indicator of overfitting in Genetic Programming. In Sara Silva and James A. Foster and Miguel Nicolau and Mario Giacobini and Penousal Machado editors, Proceedings of the 14th European Conference on Genetic Programming, EuroGP 2011, volume 6621, pages 262-273, Turin, Italy, 2011. Springer Verlag. details

  3. Mauro Castelli and Luca Manzoni and Sara Silva and Leonardo Vanneschi. A Quantitative Study of Learning and Generalization in Genetic Programming. In Sara Silva and James A. Foster and Miguel Nicolau and Mario Giacobini and Penousal Machado editors, Proceedings of the 14th European Conference on Genetic Programming, EuroGP 2011, volume 6621, pages 25-36, Turin, Italy, 2011. Springer Verlag. details

  4. Sara Silva. Handling bloat in GP. In Darrell Whitley editor, GECCO 2011 Tutorials, pages 1481-1508, Dublin, Ireland, 2011. ACM. details

  5. Sara Silva. Reassembling operator equalisation: a secret revealed. 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 on Genetic and evolutionary computation, pages 1395-1402, Dublin, Ireland, 2011. ACM. details

  6. Alberto Moraglio and Sara Silva. Geometric nelder-mead algorithm on the space of genetic programs. 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 on Genetic and evolutionary computation, pages 1307-1314, Dublin, Ireland, 2011. ACM. details

  7. Leonardo Vanneschi and Mauro Castelli and Sara Silva. Measuring bloat, overfitting and functional complexity in genetic programming. 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 877-884, Portland, Oregon, USA, 2010. ACM. details

  8. Sara Silva. Handling bloat in GP. In Una-May O'Reilly editor, GECCO 2010 Specialized techniques and applications tutorials, pages 2769-2794, Portland, Oregon, USA, 2010. ACM. details

  9. Sara Silva and Leonardo Vanneschi. State-of-the-Art Genetic Programming for Predicting Human Oral Bioavailability of Drugs. In Miguel Rocha and Florentino Riverola and Hagit Shatkay and Juan Corchado editors, 4th International Workshop on Practical Applications of Computational Biology and Bioinformatics 2010 (IWPACBB 2010), volume 74, pages 165-173, Guimar\~aes, Portugal, 2010. Springer. details

  10. Sara Silva and Maria J. Vasconcelos and Joana B. Melo. Bloat Free Genetic Programming versus Classification Trees for Identification of Burned Areas in Satellite Imagery. In Cecilia Di Chio and Stefano Cagnoni and Carlos Cotta and Marc Ebner and Aniko Ekart and Anna I. Esparcia-Alcazar and Chi-Keong Goh and Juan J. Merelo and Ferrante Neri and Mike Preuss and Julian Togelius and Georgios N. Yannakakis editors, EvoIASP, volume 6024, pages 272-281, Istanbul, 2010. Springer. details

  11. Alberto Moraglio and Sara Silva. Geometric Differential Evolution on the Space of Genetic Programs. In Anna Isabel Esparcia-Alcazar and Aniko Ekart and Sara Silva and Stephen Dignum and A. Sima Uyar editors, Proceedings of the 13th European Conference on Genetic Programming, EuroGP 2010, volume 6021, pages 171-183, Istanbul, 2010. Springer. Best paper. details

  12. Marco Lotz and Sara Silva. Application of Genetic Programming Classification in an Industrial Process Resulting in Greenhouse Gas Emission Reductions. In Cecilia Di Chio and Anthony Brabazon and Gianni A. Di Caro and Marc Ebner and Muddassar Farooq and Andreas Fink and Jorn Grahl and Gary Greenfield and Penousal Machado and Michael O'Neill and Ernesto Tarantino and Neil Urquhart editors, EvoENVIRONMENT, volume 6025, pages 131-140, Istanbul, 2010. Springer. details

  13. Mauro Castelli and Luca Manzoni and Sara Silva and Leonardo Vanneschi. A comparison of the generalization ability of different genetic programming frameworks. In IEEE Congress on Evolutionary Computation (CEC 2010), Barcelona, Spain, 2010. IEEE Press. details

  14. Sara Silva and Stephen Dignum. Extending Operator Equalisation: Fitness Based Self Adaptive Length Distribution for Bloat Free GP. In Leonardo Vanneschi and Steven Gustafson and Alberto Moraglio and Ivanoe De Falco and Marc Ebner editors, Proceedings of the 12th European Conference on Genetic Programming, EuroGP 2009, volume 5481, pages 159-170, Tuebingen, 2009. Springer. details

  15. Sara Silva and Leonardo Vanneschi. Operator equalisation, bloat and overfitting: a study on human oral bioavailability prediction. In Guenther Raidl and Franz Rothlauf and Giovanni Squillero and Rolf Drechsler and Thomas Stuetzle and Mauro Birattari and Clare Bates Congdon and Martin Middendorf and Christian Blum and Carlos Cotta and Peter Bosman and Joern Grahl and Joshua Knowles and David Corne and Hans-Georg Beyer and Ken Stanley and Julian F. Miller and Jano van Hemert and Tom Lenaerts and Marc Ebner and Jaume Bacardit and Michael O'Neill and Massimiliano Di Penta and Benjamin Doerr and Thomas Jansen and Riccardo Poli and Enrique Alba editors, GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation, pages 1115-1122, Montreal, 2009. ACM. details

  16. Leonardo Vanneschi and Sara Silva. Using Operator Equalisation for Prediction of Drug Toxicity with Genetic Programming. In Luis Seabra Lopes and Nuno Lau and Pedro Mariano and Luis Mateus Rocha editors, Progress in Artificial Intelligence, 14th Portuguese Conference on Artificial Intelligence, EPIA 2009, volume 5816, pages 65-76, Aveiro, Portugal, 2009. Springer. details

  17. Sara Silva and Yao-Ting Tseng. Classification of Seafloor Habitats Using Genetic Programming. In Mario Giacobini and Anthony Brabazon and Stefano Cagnoni and Gianni Di Caro and Rolf Drechsler and Anik\'o Ek\'art and Anna Esparcia-Alc\'azar and Muddassar Farooq and Andreas Fink and Jon McCormack and Michael O'Neill and Juan Romero and Franz Rothlauf and Giovanni Squillero and Sima Uyar and Shengxiang Yang editors, volume 4974, pages 315-324, Naples, 2008. Springer. details

  18. Sara Silva and Pedro J. N. Silva and Ernesto Costa. Resource-Limited Genetic Programming: Replacing Tree Depth Limits. In Bernardete Ribeiro and Rudof F. Albrecht and Andrej Dobnikar and David W. Pearson and Nigel C. Steele editors, Adaptive and Natural Computing Algorithms, pages 243-246, Coimbra, Portugal, 2005. Springer. details

  19. Sara Silva and Ernesto Costa. Comparing Tree Depth Limits and Resource-Limited GP. In David Corne and Zbigniew Michalewicz and Marco Dorigo and Gusz Eiben and David Fogel and Carlos Fonseca and Garrison Greenwood and Tan Kay Chen and Guenther Raidl and Ali Zalzala and Simon Lucas and Ben Paechter and Jennifier Willies and Juan J. Merelo Guervos and Eugene Eberbach and Bob McKay and Alastair Channon and Ashutosh Tiwari and L. Gwenn Volkert and Dan Ashlock and Marc Schoenauer editors, Proceedings of the 2005 IEEE Congress on Evolutionary Computation, volume 1, pages 920-927, Edinburgh, UK, 2005. IEEE Press. details

  20. Sara Silva and Yao-Ting Tseng. Classification of Seafloor Habitats using Genetic Programming. In Franz Rothlauf editor, Late breaking paper at Genetic and Evolutionary Computation Conference (GECCO'2005), Washington, D.C., USA, 2005. details

  21. Sara Silva and Ernesto Costa. Resource-limited genetic programming: the dynamic approach. In Hans-Georg Beyer and Una-May O'Reilly and Dirk V. Arnold and Wolfgang Banzhaf and Christian Blum and Eric W. Bonabeau and Erick Cantu-Paz and Dipankar Dasgupta and Kalyanmoy Deb and James A. Foster and Edwin D. de Jong and Hod Lipson and Xavier Llora and Spiros Mancoridis and Martin Pelikan and Guenther R. Raidl and Terence Soule and Andy M. Tyrrell and Jean-Paul Watson and Eckart Zitzler editors, GECCO 2005: Proceedings of the 2005 conference on Genetic and evolutionary computation, volume 2, pages 1673-1680, Washington DC, USA, 2005. ACM Press. details

  22. Sara Silva and Ernesto Costa. Dynamic Limits for Bloat Control: Variations on Size and Depth. In Kalyanmoy Deb and Riccardo Poli and Wolfgang Banzhaf and Hans-Georg Beyer and Edmund Burke and Paul Darwen and Dipankar Dasgupta and Dario Floreano and James Foster and Mark Harman and Owen Holland and Pier Luca Lanzi and Lee Spector and Andrea Tettamanzi and Dirk Thierens and Andy Tyrrell editors, Genetic and Evolutionary Computation -- GECCO-2004, Part II, volume 3103, pages 666-677, Seattle, WA, USA, 2004. Springer-Verlag. details

  23. Sara Silva and Jonas Almeida. Dynamic Maximum Tree Depth. In E. Cant\'u-Paz and J. A. Foster and K. Deb and D. Davis and R. Roy and U.-M. O'Reilly and H.-G. Beyer and R. Standish and G. Kendall and S. Wilson and M. Harman and J. Wegener and D. Dasgupta and M. A. Potter and A. C. Schultz and K. Dowsland and N. Jonoska and J. Miller editors, Genetic and Evolutionary Computation -- GECCO-2003, volume 2724, pages 1776-1787, Chicago, 2003. Springer-Verlag. details

Genetic Programming book chapters by Sara Silva