| 2024 | GECCO | Accelerating GP Genome Evaluation Through Real Compilation with a Multiple Program Single Data Approach. | Vincius Veloso de Melo, Wolfgang Banzhaf, Giovanni Iacca |
| 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 |
| 2019 | GECCO | Batch tournament selection for genetic programming: the quality of lexicase, the speed of tournament. | Vincius Veloso de Melo, Danilo Vasconcellos Vargas, Wolfgang Banzhaf |
| 2018 | CEC | Biased Random-Key Genetic Algorithm Applied to the Vehicle Routing Problem with Private Fleet and Common Carrier. | William Higino, Antonio Augusto Chaves, Vincius Veloso de Melo |
| 2018 | IJCNN | Using Complexity Measures to Evolve Synthetic Classification Datasets. | Vincius Veloso de Melo, Ana Carolina Lorena |
| 2018 | IJCNN | Gradient Boosting Decision Trees for Echocardiogram Images. | Vincius Veloso de Melo, Daniela Mayumi Ushizima, Salety Ferreira Baracho, Regina Clia Coelho |
| 2017 | GECCO | A probabilistic linear genetic programming with stochastic context-free grammar for solving symbolic regression problems. | Lo Franoso Dal Piccol Sotto, Vincius Veloso de Melo |
| 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 |
| 2016 | CEC | Breast cancer detection with logistic regression improved by features constructed by Kaizen programming in a hybrid approach. | Vincius Veloso de Melo |
| 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 | GECCO | Improving Logistic Regression Classification of Credit Approval with Features Constructed by Kaizen Programming. | Vincius Veloso de Melo, Wolfgang Banzhaf |
| 2016 | GECCO | Classification of Cardiac Arrhythmia by Random Forests with Features Constructed by Kaizen Programming with Linear Genetic Programming. | Lo Franoso Dal Piccol Sotto, Regina Clia Coelho, Vincius Veloso de Melo |
| 2016 | GECCO | Solving the Lawn Mower problem with Kaizen Programming and λ-Linear Genetic Programming for Module Acquisition. | Lo Franoso Dal Piccol Sotto, Vincius Veloso de Melo |
| 2016 | IJCNN | A hybrid neural system for the automatic segmentation of the interventricular septum in echocardiographic images. | Salety Ferreira Baracho, Daniel Jose Lins Leal Pinheiro, Vincius Veloso de Melo, Regina Clia Coelho |
| 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 |
| 2014 | GECCO | Kaizen programming. | Vincius Veloso de Melo |
| 2014 | GECCO | Comparison of linear genetic programming variants for symbolic regression. | Lo Franoso Dal Piccol Sotto, Vincius Veloso de Melo |
| 2013 | SAC | Automatic generation of evolutionary operators: a study with mutation strategies for the differential evolution. | Vincius Veloso de Melo, Grazieli Luiza Costa Carosio |
| 2012 | GECCO | Benchmarking the multi-view differential evolution on the noiseless BBOB-2012 function testbed. | Vincius Veloso de Melo |
| 2009 | ISDA | Using Smart Sampling to Discover Promising Regions and Increase the Efficiency of Differential Evolution. | Vincius Veloso de Melo, Alexandre C. B. Delbem |
| 2009 | ISDA | Efficiency Enhancement of ECGA Through Population Size Management. | Vincius Veloso de Melo, Thyago S. P. C. Duque, Alexandre C. B. Delbem |
| 2008 | CEC | On promising regions and optimization effectiveness of continuous and deceptive functions. | Vincius Veloso de Melo, Alexandre C. B. Delbem |
| 2007 | GECCO | Improving global numerical optimization using a search-space reduction algorithm. | Vincius Veloso de Melo, Alexandre C. B. Delbem, Dorival Leao Pinto Junior, Fernando Marques Federson |
| 2006 | VDA | Mapping texts through dimensionality reduction and visualization techniques for interactive exploration of document collections. | Alneu de Andrade Lopes, Rosane Minghim, Vincius Veloso de Melo, Fernando Vieira Paulovich |