Vinícius Veloso de Melo

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 34

Top Topics

Symbolic Regression

Genetic Programming

Regression Problems

Top Venues

GECCO (Companion)

Publications

Vinícius Veloso de Melo, Wolfgang Banzhaf, Giovanni Iacca
Accelerating GP Genome Evaluation Through Real Compilation with a Multiple Program Single Data Approach. GECCO Companion (2024)
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)
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) (2022)
Giovanni Iacca, Vinícius Veloso de Melo
Cluster-centroid-based mutation strategies for Differential Evolution. Soft Comput. 26 (4) (2022)
Giovanni Iacca, Vlademir Celso dos Santos Junior, Vinícius Veloso de Melo
An improved Jaya optimization algorithm with Lévy flight. Expert Syst. Appl. 165 (2021)
Vinícius Veloso de Melo, Álvaro Luiz Fazenda, Léo Françoso Dal Piccol Sotto, Giovanni Iacca
A MIMD Interpreter for Genetic Programming. EvoApplications (2020)
Vinícius Veloso de Melo, Léo Françoso Dal Piccol Sotto, Matheus Macedo Leonardo, Fábio Augusto Faria
Automatic Meta-Feature Engineering for CNN Fusion in Aerial Scene Classification Task. IEEE Geosci. Remote. Sens. Lett. 17 (9) (2020)
Vinícius Veloso de Melo, Danilo Vasconcellos Vargas, Wolfgang Banzhaf
Batch tournament selection for genetic programming: the quality of lexicase, the speed of tournament. GECCO (2019)
Vinícius Veloso de Melo, Danilo Vasconcellos Vargas, Wolfgang Banzhaf
Batch Tournament Selection for Genetic Programming. CoRR (2019)
Alexandre Moreira Nascimento, Maria Alexandra Viegas Cortez da Cunha, Fernando de Souza Meirelles, Eusebio Scornavacca Jr., Vinícius Veloso de Melo
A Literature Analysis of Research on Artificial Intelligence in Management Information System (MIS). AMCIS (2018)
Vinícius Veloso de Melo, Wolfgang Banzhaf
Automatic feature engineering for regression models with machine learning: An evolutionary computation and statistics hybrid. Inf. Sci. 430 (2018)
Vinícius Veloso de Melo, Ana Carolina Lorena
Using Complexity Measures to Evolve Synthetic Classification Datasets. IJCNN (2018)
Vinícius Veloso de Melo, Daniela Mayumi Ushizima, Salety Ferreira Baracho, Regina Célia Coelho
Gradient Boosting Decision Trees for Echocardiogram Images. IJCNN (2018)
William Higino, Antonio Augusto Chaves, Vinícius Veloso de Melo
Biased Random-Key Genetic Algorithm Applied to the Vehicle Routing Problem with Private Fleet and Common Carrier. CEC (2018)
Anna Carolina Muller Queiroz, Alexandre Moreira Nascimento, Romero Tori, Thomas Brashear Alejandro, Vinícius Veloso de Melo, Fernando de Souza Meirelles, Maria Isabel da Silva Leme
Immersive Virtual Environments in Corporate Education and Training. AMCIS (2018)
Anna Carolina Muller Queiroz, Alexandre Moreira Nascimento, Thomas Brashear Alejandro, Romero Tori, Vinícius Veloso de Melo, Fernando de Souza Meirelles, Maria Isabel da Silva Leme
Virtual Reality in Marketing: Technological and Psychological immersion. AMCIS (2018)
Vinícius Veloso de Melo, Wolfgang Banzhaf
Drone Squadron Optimization: a novel self-adaptive algorithm for global numerical optimization. Neural Comput. Appl. 30 (10) (2018)
Léo Françoso Dal Piccol Sotto, Vinícius Veloso de Melo
A Probabilistic Linear Genetic Programming with Stochastic Context-Free Grammar for solving Symbolic Regression problems. CoRR (2017)
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) (2017)
Vinícius Veloso de Melo, Wolfgang Banzhaf
Improving the prediction of material properties of concrete using Kaizen Programming with Simulated Annealing. Neurocomputing 246 (2017)
Vinícius Veloso de Melo
A novel metaheuristic method for solving constrained engineering optimization problems: Drone Squadron Optimization. CoRR (2017)
Léo Françoso Dal Piccol Sotto, Vinícius Veloso de Melo
A probabilistic linear genetic programming with stochastic context-free grammar for solving symbolic regression problems. GECCO (2017)
Vinícius Veloso de Melo, Wolfgang Banzhaf
Drone Squadron Optimization: a Self-adaptive Algorithm for Global Numerical Optimization. CoRR (2017)
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)
Léo Françoso Dal Piccol Sotto, Regina Célia Coelho, Vinícius Veloso de Melo
Classification of Cardiac Arrhythmia by Random Forests with Features Constructed by Kaizen Programming with Linear Genetic Programming. GECCO (2016)
Léo Françoso Dal Piccol Sotto, Vinícius Veloso de Melo
Studying bloat control and maintenance of effective code in linear genetic programming for symbolic regression. Neurocomputing 180 (2016)
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)
Léo Françoso Dal Piccol Sotto, Vinícius Veloso de Melo
Solving the Lawn Mower problem with Kaizen Programming and λ-Linear Genetic Programming for Module Acquisition. GECCO (Companion) (2016)
Salety Ferreira Baracho, Vinícius Veloso de Melo, Regina Célia Coelho
Automated Left Ventricle Posterior Wall Segmentation Using Kohonen Self-Organizing Map. BRACIS (2016)
Salety Ferreira Baracho, Daniel Jose Lins Leal Pinheiro, Vinícius Veloso de Melo, Regina Célia Coelho
A hybrid neural system for the automatic segmentation of the interventricular septum in echocardiographic images. IJCNN (2016)
Vinícius Veloso de Melo, Wolfgang Banzhaf
Improving Logistic Regression Classification of Credit Approval with Features Constructed by Kaizen Programming. GECCO (Companion) (2016)
Wolfgang Banzhaf, Bert Baumgaertner, Guillaume Beslon, René Doursat, James A. Foster, Barry McMullin, Vinícius Veloso de Melo, Thomas Miconi, Lee Spector, Susan Stepney, Roger White
Defining and simulating open-ended novelty: requirements, guidelines, and challenges. Theory Biosci. 135 (3) (2016)
Vinícius Veloso de Melo
Breast cancer detection with logistic regression improved by features constructed by Kaizen programming in a hybrid approach. CEC (2016)
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)
Vinícius Veloso de Melo, Wolfgang Banzhaf
Kaizen Programming for Feature Construction for Classification. GPTP (2015)
Vinícius Veloso de Melo, Wolfgang Banzhaf
Predicting High-Performance Concrete Compressive Strength Using Features Constructed by Kaizen Programming. BRACIS (2015)
Vinícius Veloso de Melo, Benjamin Fowler, Wolfgang Banzhaf
Evaluating Methods for Constant Optimization of Symbolic Regression Benchmark Problems. BRACIS (2015)
Gabriel Haeser, Vinícius Veloso de Melo
Convergence detection for optimization algorithms: Approximate-KKT stopping criterion when Lagrange multipliers are not available. Oper. Res. Lett. 43 (5) (2015)
Vinícius Veloso de Melo, Giovanni Iacca
A CMA-ES-based 2-stage memetic framework for solving constrained optimization problems. FOCI (2014)
Léo Françoso Dal Piccol Sotto, Vinícius Veloso de Melo
Investigation of Linear Genetic Programming Techniques for Symbolic Regression. BRACIS (2014)
Vinícius Veloso de Melo, Giovanni Iacca
A modified Covariance Matrix Adaptation Evolution Strategy with adaptive penalty function and restart for constrained optimization. Expert Syst. Appl. 41 (16) (2014)
Vinícius Veloso de Melo
Kaizen programming. GECCO (2014)
Léo Françoso Dal Piccol Sotto, Vinícius Veloso de Melo
Comparison of linear genetic programming variants for symbolic regression. GECCO (Companion) (2014)
Vinícius Veloso de Melo, Grazieli Luiza Costa Carosio
Investigating Multi-View Differential Evolution for solving constrained engineering design problems. Expert Syst. Appl. 40 (9) (2013)
Vinícius Veloso de Melo, Grazieli Luiza Costa Carosio
Automatic generation of evolutionary operators: a study with mutation strategies for the differential evolution. SAC (2013)
Vinícius Veloso de Melo
Benchmarking the multi-view differential evolution on the noiseless BBOB-2012 function testbed. GECCO (Companion) (2012)
Vinícius Veloso de Melo, Grazieli Luiza Costa Carosio
Evaluating differential evolution with penalty function to solve constrained engineering problems. Expert Syst. Appl. 39 (9) (2012)
Vinícius Veloso de Melo, Alexandre Cláudio Botazzo Delbem
Investigating Smart Sampling as a population initialization method for Differential Evolution in continuous problems. Inf. Sci. 193 (2012)
Vinícius Veloso de Melo, Danilo Vasconcellos Vargas, Márcio Kassouf Crocomo
Phylogenetic Differential Evolution. Int. J. Nat. Comput. Res. 2 (1) (2011)
Vinícius Veloso de Melo, Thyago S. P. C. Duque, Alexandre C. B. Delbem
Efficiency Enhancement of ECGA Through Population Size Management. ISDA (2009)
Vinícius Veloso de Melo, Alexandre C. B. Delbem
Using Smart Sampling to Discover Promising Regions and Increase the Efficiency of Differential Evolution. ISDA (2009)
Vinícius Veloso de Melo, Alexandre C. B. Delbem
Easy Efficiency-Enhancement Technique for the ECGA. SBRN (2008)
Vinícius Veloso de Melo, Alexandre C. B. Delbem
On promising regions and optimization effectiveness of continuous and deceptive functions. IEEE Congress on Evolutionary Computation (2008)
Vinícius Veloso de Melo, Alexandre C. B. Delbem, Dorival Leao Pinto Junior, Fernando Marques Federson
Discovering Promising Regions to Help Global Numerical Optimization Algorithms. MICAI (2007)
Vinícius Veloso de Melo, Alexandre C. B. Delbem, Dorival Leao Pinto Junior, Fernando Marques Federson
Improving global numerical optimization using a search-space reduction algorithm. GECCO (2007)
Alneu de Andrade Lopes, Rosane Minghim, Vinícius Veloso de Melo, Fernando Vieira Paulovich
Mapping texts through dimensionality reduction and visualization techniques for interactive exploration of document collections. Visualization and Data Analysis (2006)
Vinícius Veloso de Melo, Alneu de Andrade Lopes
Efficient Identification of Duplicate Bibliographical References. LAPTEC (2005)