A survey of evolutionary algorithms for decision-tree induction RC Barros, MP Basgalupp, AC De Carvalho, AA Freitas
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2011
462 2011 Evolutionary design of decision-tree algorithms tailored to microarray gene expression data sets RC Barros, MP Basgalupp, AA Freitas, AC De Carvalho
IEEE Transactions on Evolutionary Computation 18 (6), 873-892, 2013
79 2013 Evolutionary model trees for handling continuous classes in machine learning RC Barros, DD Ruiz, MP Basgalupp
Information Sciences 181 (5), 954-971, 2011
60 2011 Automatic design of decision-tree algorithms with evolutionary algorithms RC Barros, MP Basgalupp, AC de Carvalho, AA Freitas
Evolutionary computation 21 (4), 659-684, 2013
45 2013 Software effort prediction: A hyper-heuristic decision-tree based approach MP Basgalupp, RC Barros, TS da Silva, AC de Carvalho
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 1109-1116, 2013
44 2013 Legal-tree: a lexicographic multi-objective genetic algorithm for decision tree induction MP Basgalupp, RC Barros, AC de Carvalho, AA Freitas, DD Ruiz
Proceedings of the 2009 ACM symposium on Applied Computing, 1085-1090, 2009
44 2009 A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms RC Barros, MP Basgalupp, AC de Carvalho, AA Freitas
Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012
41 2012 Lexicographic multi-objective evolutionary induction of decision trees MP Basgalupp, AC De Carvalho, RC Barros, DD Ruiz, AA Freitas
International Journal of Bio-Inspired Computation 1 (1-2), 105-117, 2009
41 2009 Predicting software maintenance effort through evolutionary-based decision trees MP Basgalupp, RC Barros, DD Ruiz
Proceedings of the 27th annual ACM symposium on applied computing, 1209-1214, 2012
37 2012 Towards the automatic design of decision tree induction algorithms RC Barros, MP Basgalupp, AC de Carvalho, AA Freitas
Proceedings of the 13th annual conference companion on Genetic and …, 2011
34 2011 Automatic design of decision-tree induction algorithms tailored to flexible-receptor docking data RC Barros, AT Winck, KS Machado, MP Basgalupp, AC de Carvalho, ...
BMC bioinformatics 13, 1-14, 2012
30 2012 Inducing hierarchical multi-label classification rules with genetic algorithms R Cerri, MP Basgalupp, RC Barros, AC de Carvalho
Applied Soft Computing 77, 584-604, 2019
27 2019 Evolutionary model tree induction RC Barros, MP Basgalupp, DD Ruiz, AC de Carvalho, AA Freitas
Proceedings of the 2010 ACM Symposium on Applied Computing, 1131-1137, 2010
26 2010 Issues on estimating software metrics in a large software operation RC Barros, DD Ruiz, NN Tenório Jr, MP Basgalupp, K Becker
2008 32nd Annual IEEE Software Engineering Workshop, 152-160, 2008
24 2008 Evolving decision trees with beam search-based initialization and lexicographic multi-objective evaluation MP Basgalupp, RC Barros, AC De Carvalho, AA Freitas
Information Sciences 258, 160-181, 2014
21 2014 Multi-label feature selection techniques for hierarchical multi-label protein function prediction R Cerri, RG Mantovani, MP Basgalupp, AC de Carvalho
2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018
17 2018 -LGP: an improved version of linear genetic programming evaluated in the Ant Trail problemLFDP Sotto, VV de Melo, MP Basgalupp
Knowledge and Information Systems 52 (2), 445-465, 2017
17 2017 A study on graph representations for genetic programming LFDP Sotto, P Kaufmann, T Atkinson, R Kalkreuth, MP Basgalupp
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 931-939, 2020
16 2020 Evolving decision-tree induction algorithms with a multi-objective hyper-heuristic MP Basgalupp, RC Barros, V Podgorelec
Proceedings of the 30th annual ACM symposium on applied computing, 110-117, 2015
16 2015 LEGAL-Tree: Um algoritmo genético multi-objetivo lexicográfico para indução de árvores de decisão MP Basgalupp
São Carlos, 2010
16 2010