Márcio P. Basgalupp

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Rodrigo Coelho BarrosDirector of Research at Teia Labs, Associate Professor at PUCRSDirección de correo verificada de pucrs.br
Freitas, Alex A.Professor of Computational Intelligence, University of KentDirección de correo verificada de kent.ac.uk
Duncan Dubugras Alcoba RuizPontifical Catholic University of Rio Grande do Sul - PUCRS - BRAZILDirección de correo verificada de pucrs.br
Marcos G. QuilesAssociate Professor of Computer Science, Federal University of Sao PauloDirección de correo verificada de unifesp.br
Karin BeckerInstituto de Informática, UFRGSDirección de correo verificada de inf.ufrgs.br
Osmar Norberto de Souza - labio.osm...Head, Trunk, & Limbs - Laboratory for Bioinformatics, Modelling and Simulation of Biosystems - LABIODirección de correo verificada de pucrs.br

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Márcio P. Basgalupp

Otros nombresM.P. Basgalupp

Associate Professor at UNIFESP

Dirección de correo verificada de unifesp.br

Machine Learning Evolutionary Algorithms Data Science Artificial Intelligence


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	80	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 problem LFDP Sotto, VV de Melo, MP Basgalupp Knowledge and Information Systems 52 (2), 445-465, 2017	17	2017
LEGAL-Tree: Um algoritmo genético multi-objetivo lexicográfico para indução de árvores de decisão MP Basgalupp São Carlos, 2010	17	2010
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

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