Vinícius Veloso de Melo
Orcid: 0000-0002-7507-1685Affiliations:
- SkipTheDishes Restaurant Services Inc., Winnipeg, MB, Canada
- Federal University of São Paulo, São José dos Campos, SP, Brazil (former)
According to our database1,
Vinícius Veloso de Melo
authored at least 59 papers
between 2005 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
A co-evolutionary algorithm with adaptive penalty function for constrained optimization.
Soft Comput., October, 2024
Accelerating GP Genome Evaluation Through Real Compilation with a Multiple Program Single Data Approach.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
2023
Swapping training optimizers and tiny partial datasets to improve performance of lighter neural networks for edge devices.
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023
2022
Soft Comput., 2022
An Analysis of the Influence of Noneffective Instructions in Linear Genetic Programming.
Evol. Comput., 2022
2021
2020
Automatic Meta-Feature Engineering for CNN Fusion in Aerial Scene Classification Task.
IEEE Geosci. Remote. Sens. Lett., 2020
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020
2019
Batch tournament selection for genetic programming: the quality of lexicase, the speed of tournament.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
2018
Drone Squadron Optimization: a novel self-adaptive algorithm for global numerical optimization.
Neural Comput. Appl., 2018
Automatic feature engineering for regression models with machine learning: An evolutionary computation and statistics hybrid.
Inf. Sci., 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Biased Random-Key Genetic Algorithm Applied to the Vehicle Routing Problem with Private Fleet and Common Carrier.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Proceedings of the 24th Americas Conference on Information Systems, 2018
Proceedings of the 24th Americas Conference on Information Systems, 2018
A Literature Analysis of Research on Artificial Intelligence in Management Information System (MIS).
Proceedings of the 24th Americas Conference on Information Systems, 2018
2017
λ-LGP: an improved version of linear genetic programming evaluated in the Ant Trail problem.
Knowl. Inf. Syst., 2017
Improving the prediction of material properties of concrete using Kaizen Programming with Simulated Annealing.
Neurocomputing, 2017
A novel metaheuristic method for solving constrained engineering optimization problems: Drone Squadron Optimization.
CoRR, 2017
Drone Squadron Optimization: a Self-adaptive Algorithm for Global Numerical Optimization.
CoRR, 2017
Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017
A probabilistic linear genetic programming with stochastic context-free grammar for solving symbolic regression problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
2016
Defining and simulating open-ended novelty: requirements, guidelines, and challenges.
Theory Biosci., 2016
Studying bloat control and maintenance of effective code in linear genetic programming for symbolic regression.
Neurocomputing, 2016
An improved λ-linear genetic programming evaluated in solving the Santa Fe ant trail problem.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016
A hybrid neural system for the automatic segmentation of the interventricular septum in echocardiographic images.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Solving the Lawn Mower problem with Kaizen Programming and λ-Linear Genetic Programming for Module Acquisition.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Classification of Cardiac Arrhythmia by Random Forests with Features Constructed by Kaizen Programming with Linear Genetic Programming.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Improving Logistic Regression Classification of Credit Approval with Features Constructed by Kaizen Programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Enhancing discrimination power with genetic feature construction: A grammatical evolution approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Breast cancer detection with logistic regression improved by features constructed by Kaizen programming in a hybrid approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Automated Left Ventricle Posterior Wall Segmentation Using Kohonen Self-Organizing Map.
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016
2015
Convergence detection for optimization algorithms: Approximate-KKT stopping criterion when Lagrange multipliers are not available.
Oper. Res. Lett., 2015
Proceedings of the Genetic Programming Theory and Practice XIII [GPTP 2015]., 2015
Evaluating Methods for Constant Optimization of Symbolic Regression Benchmark Problems.
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015
Predicting High-Performance Concrete Compressive Strength Using Features Constructed by Kaizen Programming.
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015
2014
A modified Covariance Matrix Adaptation Evolution Strategy with adaptive penalty function and restart for constrained optimization.
Expert Syst. Appl., 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
A CMA-ES-based 2-stage memetic framework for solving constrained optimization problems.
Proceedings of the 2014 IEEE Symposium on Foundations of Computational Intelligence, 2014
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014
2013
Investigating Multi-View Differential Evolution for solving constrained engineering design problems.
Expert Syst. Appl., 2013
Automatic generation of evolutionary operators: a study with mutation strategies for the differential evolution.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013
2012
Investigating Smart Sampling as a population initialization method for Differential Evolution in continuous problems.
Inf. Sci., 2012
Evaluating differential evolution with penalty function to solve constrained engineering problems.
Expert Syst. Appl., 2012
Benchmarking the multi-view differential evolution on the noiseless BBOB-2012 function testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
2011
2009
Efficiency-enhancement techniques for metaheuristics applied and continuous global optimization.
PhD thesis, 2009
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Using Smart Sampling to Discover Promising Regions and Increase the Efficiency of Differential Evolution.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
2008
Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN 2008), 2008
On promising regions and optimization effectiveness of continuous and deceptive functions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
2006
Mapping texts through dimensionality reduction and visualization techniques for interactive exploration of document collections.
Proceedings of the Visualization and Data Analysis 2006, 2006
2005
Proceedings of the Advances in Logic Based Intelligent Systems, 2005