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ORCIDMárcio P. Basgalupp
- > Home > Persons > Márcio P. Basgalupp
Publications
- 2024
[j17]Thiago Zafalon Miranda, Diorge Brognara Sardinha, Ferrante Neri, Márcio P. Basgalupp, Ricardo Cerri:
A Grammar-based multi-objective neuroevolutionary algorithm to generate fully convolutional networks with novel topologies. Appl. Soft Comput. 149(Part A): 110967 (2024)- [j16]Cleber A. C. F. da Silva, Daniel Carneiro Rosa, Péricles B. C. de Miranda, Tapas Si, Ricardo Cerri, Márcio P. Basgalupp:
Automated CNN optimization using multi-objective grammatical evolution. Appl. Soft Comput. 151: 111124 (2024) - [c31]Márcio P. Basgalupp, Rodrigo C. Barros, Tiago Silva da Silva, Fábio F. Silveira, Péricles B. C. de Miranda, Ferrante Neri:
An Experimental Analysis on Automated Machine Learning for Software Defect Prediction. CEC 2024: 1-8 - 2023
- [c30]Alexandre Moreira Nascimento, Vinícius Veloso de Melo, Márcio P. Basgalupp:
Swapping training optimizers and tiny partial datasets to improve performance of lighter neural networks for edge devices. SAC 2023: 707-714 - 2022
- [j15]Léo Françoso Dal Piccol Sotto, Franz Rothlauf, Vinícius Veloso de Melo, Márcio P. Basgalupp
:
An Analysis of the Influence of Noneffective Instructions in Linear Genetic Programming. Evol. Comput. 30(1): 51-74 (2022) - [c29]Thiago Zafalon Miranda, Diorge Brognara Sardinha, Márcio Porto Basgalupp, Ricardo Cerri:
A new grammatical evolution method for generating deep convolutional neural networks with novel topologies. GECCO Companion 2022: 663-666 - 2021
- [j14]Márcio P. Basgalupp, Rodrigo C. Barros, Alex Guimarães Cardoso de Sá, Gisele L. Pappa, Rafael Gomes Mantovani, André C. P. L. F. de Carvalho, Alex Alves Freitas:
An extensive experimental evaluation of automated machine learning methods for recommending classification algorithms. Evol. Intell. 14(4): 1895-1914 (2021) - [j13]Léo Françoso Dal Piccol Sotto, Paul Kaufmann, Timothy Atkinson, Roman Kalkreuth, Márcio Porto Basgalupp:
Graph representations in genetic programming. Genet. Program. Evolvable Mach. 22(4): 607-636 (2021) - [j12]Márcio P. Basgalupp, Ricardo Cerri, Leander Schietgat, Isaac Triguero, Celine Vens:
Beyond global and local multi-target learning. Inf. Sci. 579: 508-524 (2021) - 2020
- [c28]Thiago Zafalon Miranda, Diorge Brognara Sardinha, Márcio Porto Basgalupp, Yaochu Jin, Ricardo Cerri:
Generation of consistent sets of multi-label classification rules with a multi-objective evolutionary algorithm. GECCO Companion 2020: 143-144 - [c27]Léo Françoso Dal Piccol Sotto, Paul Kaufmann, Timothy Atkinson, Roman Kalkreuth, Márcio Porto Basgalupp:
A study on graph representations for genetic programming. GECCO 2020: 931-939 - [i2]Thiago Zafalon Miranda, Diorge Brognara Sardinha, Márcio Porto Basgalupp, Yaochu Jin, Ricardo Cerri:
Generation of Consistent Sets of Multi-Label Classification Rules with a Multi-Objective Evolutionary Algorithm. CoRR abs/2003.12526 (2020) - [i1]Márcio P. Basgalupp, Rodrigo C. Barros, Alex Guimarães Cardoso de Sá, Gisele L. Pappa, Rafael Gomes Mantovani, André C. P. L. F. de Carvalho, Alex Alves Freitas:
An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version). CoRR abs/2009.07430 (2020) - 2019
- [j11]Ricardo Cerri, Márcio P. Basgalupp, Rodrigo C. Barros, André C. P. L. F. de Carvalho:
Inducing Hierarchical Multi-label Classification rules with Genetic Algorithms. Appl. Soft Comput. 77: 584-604 (2019) - 2018
- [c26]Henry E. L. Cagnini, Márcio Porto Basgalupp, Rodrigo C. Barros:
Increasing Boosting Effectiveness with Estimation of Distribution Algorithms. CEC 2018: 1-8 - [c25]Rodrigo Francisquini, Mariá C. V. Nascimento, Márcio P. Basgalupp:
NGA-LP: A Robust and Improved Genetic Algorithm to Detect Communities in Directed Networks. CEC 2018: 1-8 - [c24]Guilherme Ribeiroda Silva, Márcio P. Basgalupp, Ana Carolina Lorena:
Automatic Design of Evolutionary Algorithms Based on Entropy Triggers. CEC 2018: 1-8 - [c22]Ricardo Cerri, Rafael Gomes Mantovani, Márcio P. Basgalupp, André C. P. L. F. de Carvalho:
Multi-label Feature Selection Techniques for Hierarchical Multi-label Protein Function Prediction. IJCNN 2018: 1-7 - 2017
- [j10]Léo Françoso Dal Piccol Sotto, Vinícius Veloso de Melo, Márcio Porto Basgalupp:
λ-LGP: an improved version of linear genetic programming evaluated in the Ant Trail problem. Knowl. Inf. Syst. 52(2): 445-465 (2017) - [c21]Henry E. L. Cagnini, Rodrigo C. Barros, Márcio P. Basgalupp:
Estimation of distribution algorithms for decision-tree induction. CEC 2017: 2022-2029 - [c20]Jeferson S. Santos, Ricardo Manhães Savii, Jaime S. Ide, Chiang-shan R. Li, Marcos G. Quiles, Márcio P. Basgalupp:
Classification of Cocaine Dependents from fMRI Data Using Cluster-Based Stratification and Deep Learning. ICCSA (1) 2017: 298-313 - [c19]Patricia Miquilini, Rafael Geraldeli Rossi, Marcos G. Quiles, Vinícius Veloso de Melo, Márcio P. Basgalupp:
Automatically Design Distance Functions for Graph-Based Semi-Supervised Learning. TrustCom/BigDataSE/ICESS 2017: 933-940 - [c18]Arua De M. Sousa, Ana Carolina Lorena, Márcio P. Basgalupp:
GEEK: Grammatical Evolution for Automatically Evolving Kernel Functions. TrustCom/BigDataSE/ICESS 2017: 941-948 - 2016
- [c17]Patricia Miquilini, Rodrigo C. Barros, Vinícius Veloso de Melo, Márcio P. Basgalupp:
Enhancing discrimination power with genetic feature construction: A grammatical evolution approach. CEC 2016: 3824-3831 - [c16]Léo Françoso Dal Piccol Sotto, Vinícius Veloso de Melo, Márcio P. Basgalupp:
An improved λ-linear genetic programming evaluated in solving the Santa Fe ant trail problem. SAC 2016: 103-108 - [c15]Henry E. L. Cagnini, Rodrigo C. Barros, Christian Vahl Quevedo, Márcio P. Basgalupp:
Medoid-based data clustering with estimation of distribution algorithms. SAC 2016: 112-115 - 2015
- [j9]Rodrigo C. Barros, Márcio P. Basgalupp, André C. P. L. F. de Carvalho:
Investigating fitness functions for a hyper-heuristic evolutionary algorithm in the context of balanced and imbalanced data classification. Genet. Program. Evolvable Mach. 16(3): 241-281 (2015) - [c14]Vili Podgorelec, Saso Karakatic, Rodrigo C. Barros, Márcio P. Basgalupp:
Evolving balanced decision trees with a multi-population genetic algorithm. CEC 2015: 54-61 - [c13]Rodrigo C. Barros, Christian Vahl Quevedo, Renata De Paris, Márcio P. Basgalupp:
Clustering Molecular Dynamics Trajectories with a univariate estimation of distribution algorithm. CEC 2015: 2058-2065 - [c12]Wilson Seron, Ezequiel Roberto Zorzal, Marcos G. Quiles, Márcio P. Basgalupp, Fabricio A. Breve:
#Worldcup2014 on Twitter. ICCSA (1) 2015: 447-458 - [c11]Márcio P. Basgalupp, Rodrigo C. Barros, Vili Podgorelec:
Evolving decision-tree induction algorithms with a multi-objective hyper-heuristic. SAC 2015: 110-117 - 2014
- [j8]Márcio P. Basgalupp, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas:
Evolving decision trees with beam search-based initialization and lexicographic multi-objective evaluation. Inf. Sci. 258: 160-181 (2014) - [j7]Rodrigo C. Barros, Márcio P. Basgalupp, Alex Alves Freitas, André Carlos Ponce de Leon Ferreira de Carvalho:
Evolutionary Design of Decision-Tree Algorithms Tailored to Microarray Gene Expression Data Sets. IEEE Trans. Evol. Comput. 18(6): 873-892 (2014) - [c10]Márcio Porto Basgalupp, Rodrigo Coelho Barros, Tiago Barabasz:
A grammatical evolution based hyper-heuristic for the automatic design of split criteria. GECCO 2014: 1311-1318 - 2013
- [j6]Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas:
Automatic Design of Decision-Tree Algorithms with Evolutionary Algorithms. Evol. Comput. 21(4): 659-684 (2013) - [c9]Rodrigo C. Barros, Márcio P. Basgalupp, Ricardo Cerri, Tiago Silva da Silva, André C. P. L. F. de Carvalho:
A grammatical evolution approach for software effort estimation. GECCO 2013: 1413-1420 - [c8]Márcio P. Basgalupp, Rodrigo C. Barros, Tiago Silva da Silva, André C. P. L. F. de Carvalho:
Software effort prediction: a hyper-heuristic decision-tree based approach. SAC 2013: 1109-1116 - 2012
- [j5]Rodrigo C. Barros, Ana T. Winck, Karina S. Machado, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Duncan D. Ruiz, Osmar Norberto de Souza:
Automatic design of decision-tree induction algorithms tailored to flexible-receptor docking data. BMC Bioinform. 13: 310 (2012) - [j4]Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Marcos G. Quiles:
Clus-DTI: improving decision-tree classification with a clustering-based decision-tree induction algorithm. J. Braz. Comput. Soc. 18(4): 351-362 (2012) - [j3]Rodrigo Coelho Barros, Márcio Porto Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas:
A Survey of Evolutionary Algorithms for Decision-Tree Induction. IEEE Trans. Syst. Man Cybern. Part C 42(3): 291-312 (2012) - [c7]Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas:
A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms. GECCO 2012: 1237-1244 - [c6]Márcio P. Basgalupp, Rodrigo C. Barros, Duncan D. Ruiz:
Predicting software maintenance effort through evolutionary-based decision trees. SAC 2012: 1209-1214 - 2011
- [j2]Rodrigo C. Barros, Duncan D. Ruiz, Márcio P. Basgalupp:
Evolutionary model trees for handling continuous classes in machine learning. Inf. Sci. 181(5): 954-971 (2011) - [c5]Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas:
Towards the automatic design of decision tree induction algorithms. GECCO (Companion) 2011: 567-574 - [c4]Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Márcio P. Basgalupp, Marcos G. Quiles:
A clustering-based decision tree induction algorithm. ISDA 2011: 543-550 - 2010
- [c3]Rodrigo C. Barros, Márcio P. Basgalupp, Duncan D. Ruiz, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas:
Evolutionary model tree induction. SAC 2010: 1131-1137 - 2009
- [j1]Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Rodrigo C. Barros, Duncan D. Ruiz, Alex Alves Freitas:
Lexicographic multi-objective evolutionary induction of decision trees. Int. J. Bio Inspired Comput. 1(1/2): 105-117 (2009) - [c2]Márcio P. Basgalupp, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas, Duncan D. Ruiz:
LEGAL-tree: a lexicographic multi-objective genetic algorithm for decision tree induction. SAC 2009: 1085-1090 - 2008
- [c1]Rodrigo C. Barros, Duncan Dubugras A. Ruiz, Nelson N. Tenório Jr., Márcio P. Basgalupp, Karin Becker:
Issues on Estimating Software Metrics in a Large Software Operation. SEW 2008: 152-160
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last updated on 2024-08-21 21:28 CEST by the dblp team
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