| 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 | 320 | 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 | 50 | 2013 |
| Evolutionary model trees for handling continuous classes in machine learning RC Barros, DD Ruiz, MP Basgalupp Information Sciences 181 (5), 954-971, 2011 | 50 | 2011 |
| 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 |
| 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 | 37 | 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 | 35 | 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 | 34 | 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 | 31 | 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 | 30 | 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 | 29 | 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 | 24 | 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 | 19 | 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 | 13 | 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 | 13 | 2014 |
| LEGAL-Tree: Um algoritmo genético multi-objetivo lexicográfico para indução de árvores de decisão MP Basgalupp São Carlos, 2010 | 12 | 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 | 8 | 2015 |
| 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 | 6 | 2015 |
| PAZ, SR da. Comportamento das precipitações pluviais mensais em Pelotas, Rio Grande do Sul JB SILVA, MP Basgalupp Revista Brasileira de Agrometeorologia 13 (01), 155-159, 2005 | 6 | 2005 |
| 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 | 5 | 2018 |
Rodrigo C. BarrosAssociate Professor, School of Technology (PUCRS)Verified email at pucrs.br
