Antonino Feitosa Neto

According to our database, Antonino Feitosa Neto authored at least 22 papers between 2010 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

A study of model and hyper-parameter selection strategies for classifier ensembles: a robust analysis on different optimization algorithms and extended results.

Antonino Feitosa Neto, João Carlos Xavier Junior, Anne M. P. Canuto, Alexandre C. M. Oliveira

Nat. Comput., 2021

EOCD: An ensemble optimization approach for concept drift applications.

Antonino Feitosa Neto, Anne M. P. Canuto

Inf. Sci., 2021

2020

An evolutionary algorithm for automated machine learning focusing on classifier ensembles: An improved algorithm and extended results.

João Carlos Xavier Junior, Alex Alves Freitas, Teresa Bernarda Ludermir, Antonino Feitosa Neto, Cephas A. S. Barreto

Theor. Comput. Sci., 2020

Population-based bio-inspired algorithms for cluster ensembles optimization.

Anne M. P. Canuto, Antonino Feitosa Neto, Huliane M. Silva, João C. Xavier Junior, Cephas A. S. Barreto

Nat. Comput., 2020

2019

A Comparative Study on Automatic Model and Hyper-Parameter Selection in Classifier Ensembles.

Antonino Feitosa Neto, João Carlos Xavier Junior, Anne M. P. Canuto, Alexandre C. M. Oliveira

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Hybrid Metaheuristics to the Automatic Selection of Features and Members of Classifier Ensembles.

Antonino Feitosa Neto, Anne M. P. Canuto, João Carlos Xavier Jr.

Inf., 2018

An exploratory study of mono and multi-objective metaheuristics to ensemble of classifiers.

Antonino Feitosa Neto, Anne M. P. Canuto

Appl. Intell., 2018

A Novel Evolutionary Algorithm for Automated Machine Learning Focusing on Classifier Ensembles.

João C. Xavier Junior, Alex Alves Freitas, Antonino Feitosa Neto, Teresa Bernarda Ludermir

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017

Multiobjective Optimization Techniques for Selecting Important Metrics in the Design of Ensemble Systems.

Antonino Feitosa Neto, Anne M. P. Canuto, Carine A. Dantas

Comput. Intell., 2017

A multi-agent metaheuristic hybridization to the automatic design of ensemble systems.

Antonino Feitosa Neto, Anne M. P. Canuto, João C. Xavier, Cephas A. S. Barreto

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2014

Meta-learning and Multi-objective Optimization to Design Ensemble of Classifiers.

Antonino Feitosa Neto, Anne M. P. Canuto

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

2013

Using good and bad diversity measures in the design of ensemble systems: A genetic algorithm approach.

Antonino Feitosa Neto, Anne M. P. Canuto, Teresa Bernarda Ludermir

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

ReinSel: A class-based mechanism for feature selection in ensemble of classifiers.

Anne M. P. Canuto, Karliane M. O. Vale, Antonino Feitosa Neto, Alberto Signoretti

Appl. Soft Comput., 2012

2011

Classifier ensembles and optimization techniques to improve the performance of cancellable fingerprint.

Anne M. P. Canuto, Michael C. Fairhurst, Fernando Pintro, João C. Xavier Junior, Antonino Feitosa Neto, Luiz Marcos Garcia Gonçalves

Int. J. Hybrid Intell. Syst., 2011

Using an Affective Attention Focus for Improving the Reasoning Process and Behavior of Intelligent Agents.

Alberto Signoretti, Antonino Feitosa Neto, André M. C. Campos, Anne M. P. Canuto, João C. Xavier Junior, Sérgio V. Fialho

Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011

Optimization techniques for the selection of members and attributes in ensemble systems.

Antonino Feitosa Neto, Anne M. P. Canuto, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Static and Dynamic Weights in Ensemble Systems Built by Class-Based Feature Selection Methods.

Karliane O. Vale, Antonino Feitosa Neto, Anne M. P. Canuto, Filipe G. Dias

Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010

Enhancing Performance of Cancellable Fingerprint Biometrics Using Classifier Ensembles.

Anne M. P. Canuto, Fernando Pintro, Antonino Feitosa Neto, Michael C. Fairhurst

Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010

Increasing the Eciency of NPCs Using a Focus of Attention Based on Emotions and Personality.

Alberto Signoretti, Antonino Feitosa Neto, André M. C. Campos, Anne M. P. Canuto, Sérgio V. Fialho

Proceedings of the 2010 Brazilian Symposium on Games and Digital Entertainment, 2010

Ensemble-Based Methods for Cancellable Biometrics.

Anne M. P. Canuto, Michael C. Fairhurst, Laura Emmanuella A. Santana, Fernando Pintro, Antonino Feitosa Neto

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Using a reinforcement-based feature selection method in Classifier Ensemble.

Karliane O. Vale, Antonino Feitosa Neto, Anne M. P. Canuto

Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010

Evaluating classification methods applied to multi-label tasks in different domains.

Araken M. Santos, Anne Magály de Paula Canuto, Antonino Feitosa Neto

Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010