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Trujillo, Leonardo and Álvarez González, Ernesto and Galvan, Edgar and Tapia, Juan J. and Ponsich, Antonin (2020) On the analysis of hyper-parameter space for a genetic programming system with iterated F-Race. Soft Computing, 24 (19). pp. 14757-14770. ISSN 1432-7643
Trujillo, Leonardo and Muñoz, Luis and Galván López, Edgar (2016) neat Genetic Programming: Controlling bloat naturally. Information Sciences, 333. pp. 21-43. ISSN 0020-0255
Martínez, Yuliana and Trujillo, Leonardo and Legrand, Pierrick and Galván López, Edgar (2016) Prediction of expected performance for a genetic programming classifier. Genetic Programming and Evolvable Machines, 17. pp. 409-449. ISSN 1573-7632
Galvan, Edgar and Vazquez-Mendoza, Lucia and Trujillo, Leonardo (2016) Stochastic Semantic-Based Multi-objective Genetic Programming Optimisation for Classification of Imbalanced Data. Advances in Soft Computing - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Proceedings, Part 11. pp. 261-273. ISSN 0302-9743
Galvan, Edgar and Harris, Colin and Trujillo, Leonardo and Rodriguez-Vazquez, Katya and Clarke, Siobhan and Cahill, Vinny (2014) Autonomous Demand-Side Management system based on Monte Carlo Tree Search. 2014 IEEE International Energy Conference (ENERGYCON). pp. 1263-1270.
Martinez, Yuliana and Naredo, Enrique and Trujillo, Leonardo and Galvan-Lopez, Edgar (2013) Searching for novel regression functions. IEEE Transactions on Evolutionary Computation. pp. 16-23. ISSN 1089-778X
Galvan-Lopez, Edgar and Cody-Kenny, Brendan and Trujillo, Leonardo and Kattan, Ahmed (2013) Using semantics in the selection mechanism in Genetic Programming: A simple method for promoting semantic diversity. IEEE Transactions on Evolutionary Computation. pp. 2972-2979. ISSN 1941-0026
Trujillo, Leonardo and Martínez, Yuliana and Galván-López, Edgar and Legrand, Pierrick (2011) Predicting problem difficulty for genetic programming applied to data classification. GECCO '11: Proceedings of the 13th annual conference on Genetic and evolutionary computation. pp. 1355-1362.
Galvan, Edgar and Vazquez Mendoza, Lucia and Schoenauer, Marc and Trujillo, Leonardo (2018) On the Use of Dynamic GP Fitness Cases in Static and Dynamic Optimisation Problems. In: EA 2017: Artificial Evolution. Lecture Notes in Computer Science book series (LNCS 10764) . Springer, pp. 72-87. ISBN 9783319781327
Galvan, Edgar and Vasquez, Lucia and Schoenauer, Marc and Trujillo, Leonardo (2017) Dynamic GP fitness cases in static and dynamic optimisation problems. In: GECCO '17 Proceedings of the Genetic and Evolutionary Computation Conference Companion. ACM, pp. 227-228. ISBN 9781450349390
