Mrcio P. Basgalupp
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
29
Venues
8
Active years
2008–2025
Best venue rank
Multiconference
Where they publish
Papers
29 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CEC | Grammar-based Evolutionary Approaches for Software Effort Estimation. | Mrcio P. Basgalupp, Rodrigo C. Barros, Ricardo Cerri, Ferrante Neri, Pricles B. C. Miranda, Teresa Bernarda Ludermir |
| 2025 | SAC | Data Balancing for Mitigating Sampling Bias in Machine Learning. | Ronaldo Inocncio Jnior, Mrcio P. Basgalupp, Teresa Bernarda Ludermir, Ana Carolina Lorena |
| 2025 | SAC | Network-based instance hardness measures for classification problems. | Gustavo P. Torquette, Mrcio P. Basgalupp, Teresa Bernarda Ludermir, Ana Carolina Lorena |
| 2024 | CEC | An Experimental Analysis on Automated Machine Learning for Software Defect Prediction. | Mrcio P. Basgalupp, Rodrigo C. Barros, Tiago Silva da Silva, Fbio F. Silveira, Pricles B. C. Miranda, Ferrante Neri |
| 2024 | IJCNN | Machine Learning and IoT for Predicting the Productivity of MRI Equipment. | Pricles B. C. Miranda, Leonardo Monte, Andr C. A. Nascimento, Mrcio P. Basgalupp, Jos Leovigildo Coelho |
| 2023 | SAC | Swapping training optimizers and tiny partial datasets to improve performance of lighter neural networks for edge devices. | Alexandre Moreira Nascimento, Vincius Veloso de Melo, Mrcio P. Basgalupp |
| 2018 | CEC | NGA-LP: A Robust and Improved Genetic Algorithm to Detect Communities in Directed Networks. | Rodrigo Francisquini, Mari C. V. Nascimento, Mrcio P. Basgalupp |
| 2018 | CEC | Automatic Design of Evolutionary Algorithms Based on Entropy Triggers. | Guilherme Ribeiroda Silva, Mrcio P. Basgalupp, Ana Carolina Lorena |
| 2018 | IJCNN | Multi-label Feature Selection Techniques for Hierarchical Multi-label Protein Function Prediction. | Ricardo Cerri, Rafael Gomes Mantovani, Mrcio P. Basgalupp, Andr C. P. L. F. de Carvalho |
| 2017 | CEC | Estimation of distribution algorithms for decision-tree induction. | Henry E. L. Cagnini, Rodrigo C. Barros, Mrcio P. Basgalupp |
| 2017 | ICCSA | Classification of Cocaine Dependents from fMRI Data Using Cluster-Based Stratification and Deep Learning. | Jeferson S. Santos, Ricardo Manhes Savii, Jaime S. Ide, Chiang-shan R. Li, Marcos G. Quiles, Mrcio P. Basgalupp |
| 2017 | TrustCom | Automatically Design Distance Functions for Graph-Based Semi-Supervised Learning. | Patricia Miquilini, Rafael Geraldeli Rossi, Marcos G. Quiles, Vincius Veloso de Melo, Mrcio P. Basgalupp |
| 2017 | TrustCom | GEEK: Grammatical Evolution for Automatically Evolving Kernel Functions. | Arua De M. Sousa, Ana Carolina Lorena, Mrcio P. Basgalupp |
| 2016 | CEC | Enhancing discrimination power with genetic feature construction: A grammatical evolution approach. | Patricia Miquilini, Rodrigo C. Barros, Vincius Veloso de Melo, Mrcio P. Basgalupp |
| 2016 | SAC | Medoid-based data clustering with estimation of distribution algorithms. | Henry E. L. Cagnini, Rodrigo C. Barros, Christian Vahl Quevedo, Mrcio P. Basgalupp |
| 2016 | SAC | An improved λ-linear genetic programming evaluated in solving the Santa Fe ant trail problem. | Lo Franoso Dal Piccol Sotto, Vincius Veloso de Melo, Mrcio P. Basgalupp |
| 2015 | CEC | Clustering Molecular Dynamics Trajectories with a univariate estimation of distribution algorithm. | Rodrigo C. Barros, Christian Vahl Quevedo, Renata De Paris, Mrcio P. Basgalupp |
| 2015 | CEC | Evolving balanced decision trees with a multi-population genetic algorithm. | Vili Podgorelec, Saso Karakatic, Rodrigo C. Barros, Mrcio P. Basgalupp |
| 2015 | ICCSA | #Worldcup2014 on Twitter. | Wilson Seron, Ezequiel Roberto Zorzal, Marcos G. Quiles, Mrcio P. Basgalupp, Fabricio A. Breve |
| 2015 | SAC | Evolving decision-tree induction algorithms with a multi-objective hyper-heuristic. | Mrcio P. Basgalupp, Rodrigo C. Barros, Vili Podgorelec |
| 2013 | GECCO | A grammatical evolution approach for software effort estimation. | Rodrigo C. Barros, Mrcio P. Basgalupp, Ricardo Cerri, Tiago Silva da Silva, Andr C. P. L. F. de Carvalho |
| 2013 | SAC | Software effort prediction: a hyper-heuristic decision-tree based approach. | Mrcio P. Basgalupp, Rodrigo C. Barros, Tiago Silva da Silva, Andr C. P. L. F. de Carvalho |
| 2012 | GECCO | A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms. | Rodrigo C. Barros, Mrcio P. Basgalupp, Andr Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas |
| 2012 | SAC | Predicting software maintenance effort through evolutionary-based decision trees. | Mrcio P. Basgalupp, Rodrigo C. Barros, Duncan D. Ruiz |
| 2011 | GECCO | Towards the automatic design of decision tree induction algorithms. | Rodrigo C. Barros, Mrcio P. Basgalupp, Andr Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas |
| 2011 | ISDA | A clustering-based decision tree induction algorithm. | Rodrigo C. Barros, Andr Carlos Ponce de Leon Ferreira de Carvalho, Mrcio P. Basgalupp, Marcos G. Quiles |
| 2010 | SAC | Evolutionary model tree induction. | Rodrigo C. Barros, Mrcio P. Basgalupp, Duncan D. Ruiz, Andr Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas |
| 2009 | SAC | LEGAL-tree: a lexicographic multi-objective genetic algorithm for decision tree induction. | Mrcio P. Basgalupp, Rodrigo C. Barros, Andr Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas, Duncan D. Ruiz |
| 2008 | SEW | Issues on Estimating Software Metrics in a Large Software Operation. | Rodrigo C. Barros, Duncan Dubugras A. Ruiz, Nelson N. Tenrio Jr., Mrcio P. Basgalupp, Karin Becker |