Evaluating classification methods applied to multi-label tasks in different domains. - Araken M. Santos; Anne Magály de Paula Canuto; Antonino Feitosa Neto (HIS, 2010)

Using a reinforcement-based feature selection method in Classifier Ensemble. - Karliane O. Vale; Antonino Feitosa Neto; Anne M. P. Canuto (HIS, 2010)

Ensemble-Based Methods for Cancellable Biometrics. - Anne M. P. Canuto; Michael C. Fairhurst; Laura Emmanuella A. Santana; Fernando Pintro; Antonino Feitosa Neto (ICANN (1), 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 (SBGames, 2010)

Enhancing Performance of Cancellable Fingerprint Biometrics Using Classifier Ensembles. - Anne M. P. Canuto; Fernando Pintro; Antonino Feitosa Neto; Michael C. Fairhurst (SBRN, 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 (SBRN, 2010)

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 (IEEE Congress on Evolutionary Computation, 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 (IAT, 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)

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)

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 (IEEE Congress on Evolutionary Computation, 2013)

Meta-learning and Multi-objective Optimization to Design Ensemble of Classifiers. - Antonino Feitosa Neto; Anne M. P. Canuto (BRACIS, 2014)

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 (IJCNN, 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 Novel Evolutionary Algorithm for Automated Machine Learning Focusing on Classifier Ensembles. - João C. Xavier Junior; Alex Alves Freitas; Antonino Feitosa Neto; Teresa Bernarda Ludermir (BRACIS, 2018)

An exploratory study of mono and multi-objective metaheuristics to ensemble of classifiers. - Antonino Feitosa Neto; Anne M. P. Canuto (Appl. Intell., 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)

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 (BRACIS, 2019)

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)

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)

EOCD: An ensemble optimization approach for concept drift applications. - Antonino Feitosa Neto; Anne M. P. Canuto (Inf. Sci., 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)