Márcio P. Basgalupp

49 papers A 2B 11C 2Misc 10Journal 18Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Application of a dynamic object detector with adaptive adjustment based on image complexity in the detection of drone aerial images. Eng. Appl. Artif. Intell. Ferrante Neri, Zehua Zhang, Yu Xue, Márcio P. Basgalupp
2026	J	`jnl`	Comparative analysis of data sampling techniques for legal text classification in real-world scenarios. Log. J. IGPL Daniela L. Freire, Leandro O. da Silva, Márcio de Souza Dias, Alex Marino Gonçalves de Almeida, Adriano Rivolli, Fabíola S. F. Pereira, Giliard Almeida de Godoi, Márcio P. Basgalupp, André C. P. L. F. de Carvalho
2026	J	`jnl`	Differentiable architecture search for GANs with rollback mechanism. Appl. Soft Comput. Ferrante Neri, Lingzhen Liao, Yu Xue, Márcio P. Basgalupp
2025	Misc	`conf`	Data Balancing for Mitigating Sampling Bias in Machine Learning. SAC Ronaldo Inocêncio Júnior, Márcio P. Basgalupp, Teresa Bernarda Ludermir, Ana Carolina Lorena
2025	B	`conf`	Grammar-based Evolutionary Approaches for Software Effort Estimation. CEC Márcio P. Basgalupp, Rodrigo C. Barros, Ricardo Cerri, Ferrante Neri, Péricles B. C. Miranda, Teresa Bernarda Ludermir
2025	Misc	`conf`	Network-based instance hardness measures for classification problems. SAC Gustavo P. Torquette, Márcio P. Basgalupp, Teresa Bernarda Ludermir, Ana Carolina Lorena
2025	—	`conf`	Techniques for Dealing with Imbalanced Data: A Systematic Literature Review. STIL Leandro O. da Silva, Daniela L. Freire, Márcio P. Basgalupp, André C. P. L. F. de Carvalho
2024	J	`jnl`	A Grammar-based multi-objective neuroevolutionary algorithm to generate fully convolutional networks with novel topologies. Appl. Soft Comput. Thiago Zafalon Miranda, Diorge Brognara Sardinha, Ferrante Neri, Márcio P. Basgalupp, Ricardo Cerri
2024	B	`conf`	An Experimental Analysis on Automated Machine Learning for Software Defect Prediction. CEC Márcio P. Basgalupp, Rodrigo C. Barros, Tiago Silva da Silva, Fábio F. Silveira, Péricles B. C. Miranda, Ferrante Neri
2024	J	`jnl`	Automated CNN optimization using multi-objective grammatical evolution. Appl. Soft Comput. Cleber A. C. F. da Silva, Daniel Carneiro Rosa, Péricles B. C. Miranda, Tapas Si, Ricardo Cerri, Márcio P. Basgalupp
2024	B	`conf`	Machine Learning and IoT for Predicting the Productivity of MRI Equipment. IJCNN Péricles B. C. Miranda, Leonardo Monte, André C. A. Nascimento, Márcio P. Basgalupp, José Leovigildo Coelho
2023	Misc	`conf`	Swapping training optimizers and tiny partial datasets to improve performance of lighter neural networks for edge devices. SAC Alexandre Moreira Nascimento, Vinícius Veloso de Melo, Márcio P. Basgalupp
2022	J	`jnl`	An Analysis of the Influence of Noneffective Instructions in Linear Genetic Programming. Evol. Comput. Léo Françoso Dal Piccol Sotto, Franz Rothlauf, Vinícius Veloso de Melo, Márcio P. Basgalupp
2021	J	`jnl`	An extensive experimental evaluation of automated machine learning methods for recommending classification algorithms. Evol. Intell. 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
2021	J	`jnl`	Beyond global and local multi-target learning. Inf. Sci. Márcio P. Basgalupp, Ricardo Cerri, Leander Schietgat, Isaac Triguero, Celine Vens
2020	J	`jnl`	An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version). CoRR 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
2019	J	`jnl`	Inducing Hierarchical Multi-label Classification rules with Genetic Algorithms. Appl. Soft Comput. Ricardo Cerri, Márcio P. Basgalupp, Rodrigo C. Barros, André C. P. L. F. de Carvalho
2018	B	`conf`	Automatic Design of Evolutionary Algorithms Based on Entropy Triggers. CEC Guilherme Ribeiroda Silva, Márcio P. Basgalupp, Ana Carolina Lorena
2018	B	`conf`	Extracting Rules for Black Jack Using Machine Learning and Fuzzy Systems. FUZZ-IEEE Karla R. Cardoso, Marcos E. Cintra, Márcio P. Basgalupp
2018	B	`conf`	Multi-label Feature Selection Techniques for Hierarchical Multi-label Protein Function Prediction. IJCNN Ricardo Cerri, Rafael Gomes Mantovani, Márcio P. Basgalupp, André C. P. L. F. de Carvalho
2018	B	`conf`	NGA-LP: A Robust and Improved Genetic Algorithm to Detect Communities in Directed Networks. CEC Rodrigo Francisquini, Mariá C. V. Nascimento, Márcio P. Basgalupp
2017	—	`conf`	Automatically Design Distance Functions for Graph-Based Semi-Supervised Learning. TrustCom/BigDataSE/ICESS Patricia Miquilini, Rafael Geraldeli Rossi, Marcos G. Quiles, Vinícius Veloso de Melo, Márcio P. Basgalupp
2017	—	`conf`	Classification of Cocaine Dependents from fMRI Data Using Cluster-Based Stratification and Deep Learning. ICCSA (1) Jeferson S. Santos, Ricardo Manhães Savii, Jaime S. Ide, Chiang-shan R. Li, Marcos G. Quiles, Márcio P. Basgalupp
2017	B	`conf`	Estimation of distribution algorithms for decision-tree induction. CEC Henry E. L. Cagnini, Rodrigo C. Barros, Márcio P. Basgalupp
2017	—	`conf`	GEEK: Grammatical Evolution for Automatically Evolving Kernel Functions. TrustCom/BigDataSE/ICESS Arua De M. Sousa, Ana Carolina Lorena, Márcio P. Basgalupp
2016	Misc	`conf`	An improved λ-linear genetic programming evaluated in solving the Santa Fe ant trail problem. SAC Léo Françoso Dal Piccol Sotto, Vinícius Veloso de Melo, Márcio P. Basgalupp
2016	B	`conf`	Enhancing discrimination power with genetic feature construction: A grammatical evolution approach. CEC Patricia Miquilini, Rodrigo C. Barros, Vinícius Veloso de Melo, Márcio P. Basgalupp
2016	Misc	`conf`	Medoid-based data clustering with estimation of distribution algorithms. SAC Henry E. L. Cagnini, Rodrigo C. Barros, Christian Vahl Quevedo, Márcio P. Basgalupp
2015	—	`conf`	#Worldcup2014 on Twitter. ICCSA (1) Wilson Seron, Ezequiel Roberto Zorzal, Marcos G. Quiles, Márcio P. Basgalupp, Fabricio A. Breve
2015	B	`conf`	Clustering Molecular Dynamics Trajectories with a univariate estimation of distribution algorithm. CEC Rodrigo C. Barros, Christian Vahl Quevedo, Renata De Paris, Márcio P. Basgalupp
2015	B	`conf`	Evolving balanced decision trees with a multi-population genetic algorithm. CEC Vili Podgorelec, Saso Karakatic, Rodrigo C. Barros, Márcio P. Basgalupp
2015	Misc	`conf`	Evolving decision-tree induction algorithms with a multi-objective hyper-heuristic. SAC Márcio P. Basgalupp, Rodrigo C. Barros, Vili Podgorelec
2015	J	`jnl`	Investigating fitness functions for a hyper-heuristic evolutionary algorithm in the context of balanced and imbalanced data classification. Genet. Program. Evolvable Mach. Rodrigo C. Barros, Márcio P. Basgalupp, André C. P. L. F. de Carvalho
2014	J	`jnl`	Evolutionary Design of Decision-Tree Algorithms Tailored to Microarray Gene Expression Data Sets. IEEE Trans. Evol. Comput. Rodrigo C. Barros, Márcio P. Basgalupp, Alex Alves Freitas, André Carlos Ponce de Leon Ferreira de Carvalho
2014	J	`jnl`	Evolving decision trees with beam search-based initialization and lexicographic multi-objective evaluation. Inf. Sci. Márcio P. Basgalupp, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2013	A	`conf`	A grammatical evolution approach for software effort estimation. GECCO Rodrigo C. Barros, Márcio P. Basgalupp, Ricardo Cerri, Tiago Silva da Silva, André C. P. L. F. de Carvalho
2013	J	`jnl`	Automatic Design of Decision-Tree Algorithms with Evolutionary Algorithms. Evol. Comput. Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2013	Misc	`conf`	Software effort prediction: a hyper-heuristic decision-tree based approach. SAC Márcio P. Basgalupp, Rodrigo C. Barros, Tiago Silva da Silva, André C. P. L. F. de Carvalho
2012	A	`conf`	A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms. GECCO Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2012	J	`jnl`	Automatic design of decision-tree induction algorithms tailored to flexible-receptor docking data. BMC Bioinform. 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
2012	J	`jnl`	Clus-DTI: improving decision-tree classification with a clustering-based decision-tree induction algorithm. J. Braz. Comput. Soc. Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Marcos G. Quiles
2012	Misc	`conf`	Predicting software maintenance effort through evolutionary-based decision trees. SAC Márcio P. Basgalupp, Rodrigo C. Barros, Duncan D. Ruiz
2011	C	`conf`	A clustering-based decision tree induction algorithm. ISDA Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Márcio P. Basgalupp, Marcos G. Quiles
2011	J	`jnl`	Evolutionary model trees for handling continuous classes in machine learning. Inf. Sci. Rodrigo C. Barros, Duncan D. Ruiz, Márcio P. Basgalupp
2011	—	`conf`	Towards the automatic design of decision tree induction algorithms. GECCO (Companion) Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2010	Misc	`conf`	Evolutionary model tree induction. SAC Rodrigo C. Barros, Márcio P. Basgalupp, Duncan D. Ruiz, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2009	Misc	`conf`	LEGAL-tree: a lexicographic multi-objective genetic algorithm for decision tree induction. SAC Márcio P. Basgalupp, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas, Duncan D. Ruiz
2009	J	`jnl`	Lexicographic multi-objective evolutionary induction of decision trees. Int. J. Bio Inspired Comput. Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Rodrigo C. Barros, Duncan D. Ruiz, Alex Alves Freitas
2008	C	`conf`	Issues on Estimating Software Metrics in a Large Software Operation. SEW Rodrigo C. Barros, Duncan Dubugras A. Ruiz, Nelson N. Tenório Jr., Márcio P. Basgalupp, Karin Becker