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
350 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
59 2013 Evolutionary model trees for handling continuous classes in machine learning RC Barros, DD Ruiz, MP Basgalupp
Information Sciences 181 (5), 954-971, 2011
54 2011 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
40 2009 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
39 2009 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
37 2013 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
36 2013 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
36 2012 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
35 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
31 2011 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 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), 1-14, 2012
25 2012 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
21 2008 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
17 2019 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
16 2014 LEGAL-Tree: Um algoritmo genético multi-objetivo lexicográfico para indução de árvores de decisão MP Basgalupp
São Carlos, 2010
14 2010 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
12 2015 de Carvalho ACPLF, and Freitas AA,“ RC Barros, MP Basgalupp
A survey of evolutionary algorithms for decision-tree induction,” IEEE Trans …, 2012
10 2012 LFDP Sotto, VV de Melo, MP Basgalupp
Knowledge and Information Systems 52 (2), 445-465, 2017
8 2017 Evolving balanced decision trees with a multi-population genetic algorithm V Podgorelec, S Karakatič, RC Barros, MP Basgalupp
2015 IEEE Congress on Evolutionary Computation (CEC), 54-61, 2015
8 2015 
Rodrigo C. BarrosDirector of Research at Teia Labs, Associate Professor at PUCRSVerified email at pucrs.br
