Antonino Feitosa Neto

Publication Activity (10 Years)

Years Active: 2010-2021
Publications (10 Years): 10

Top Topics

Classifier Ensemble

Diversity Measures

Parameter Selection

Evolutionary Algorithm

Top Venues

IEEE Congress on Evolutionary Computation

Publications

Antonino Feitosa Neto, Anne M. P. Canuto
EOCD: An ensemble optimization approach for concept drift applications. Inf. Sci. 561 (2021)
Antonino Feitosa Neto, João Carlos Xavier Junior, Anne M. P. Canuto, Alexandre C. M. Oliveira
A study of model and hyper-parameter selection strategies for classifier ensembles: a robust analysis on different optimization algorithms and extended results. Nat. Comput. 20 (4) (2021)
Anne M. P. Canuto, Antonino Feitosa Neto, Huliane M. Silva, João C. Xavier Junior, Cephas A. S. Barreto
Population-based bio-inspired algorithms for cluster ensembles optimization. Nat. Comput. 19 (3) (2020)
João Carlos Xavier Junior, Alex Alves Freitas, Teresa Bernarda Ludermir, Antonino Feitosa Neto, Cephas A. S. Barreto
An evolutionary algorithm for automated machine learning focusing on classifier ensembles: An improved algorithm and extended results. Theor. Comput. Sci. 805 (2020)
Antonino Feitosa Neto, João Carlos Xavier Junior, Anne M. P. Canuto, Alexandre C. M. Oliveira
A Comparative Study on Automatic Model and Hyper-Parameter Selection in Classifier Ensembles. BRACIS (2019)
Antonino Feitosa Neto, Anne M. P. Canuto, João Carlos Xavier Jr.
Hybrid Metaheuristics to the Automatic Selection of Features and Members of Classifier Ensembles. Inf. 9 (11) (2018)
Antonino Feitosa Neto, Anne M. P. Canuto
An exploratory study of mono and multi-objective metaheuristics to ensemble of classifiers. Appl. Intell. 48 (2) (2018)
João C. Xavier Junior, Alex Alves Freitas, Antonino Feitosa Neto, Teresa Bernarda Ludermir
A Novel Evolutionary Algorithm for Automated Machine Learning Focusing on Classifier Ensembles. BRACIS (2018)
Antonino Feitosa Neto, Anne M. P. Canuto, Carine A. Dantas
Multiobjective Optimization Techniques for Selecting Important Metrics in the Design of Ensemble Systems. Comput. Intell. 33 (1) (2017)
Antonino Feitosa Neto, Anne M. P. Canuto, João C. Xavier, Cephas A. S. Barreto
A multi-agent metaheuristic hybridization to the automatic design of ensemble systems. IJCNN (2017)
Antonino Feitosa Neto, Anne M. P. Canuto
Meta-learning and Multi-objective Optimization to Design Ensemble of Classifiers. BRACIS (2014)
Antonino Feitosa Neto, Anne M. P. Canuto, Teresa Bernarda Ludermir
Using good and bad diversity measures in the design of ensemble systems: A genetic algorithm approach. IEEE Congress on Evolutionary Computation (2013)
Anne M. P. Canuto, Karliane M. O. Vale, Antonino Feitosa Neto, Alberto Signoretti
ReinSel: A class-based mechanism for feature selection in ensemble of classifiers. Appl. Soft Comput. 12 (8) (2012)
Anne M. P. Canuto, Michael C. Fairhurst, Fernando Pintro, João C. Xavier Junior, Antonino Feitosa Neto, Luiz Marcos Garcia Gonçalves
Classifier ensembles and optimization techniques to improve the performance of cancellable fingerprint. Int. J. Hybrid Intell. Syst. 8 (3) (2011)
Alberto Signoretti, Antonino Feitosa Neto, André M. C. Campos, Anne M. P. Canuto, João C. Xavier Junior, Sérgio V. Fialho
Using an Affective Attention Focus for Improving the Reasoning Process and Behavior of Intelligent Agents. IAT (2011)
Antonino Feitosa Neto, Anne M. P. Canuto, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg
Optimization techniques for the selection of members and attributes in ensemble systems. IEEE Congress on Evolutionary Computation (2011)
Araken M. Santos, Anne Magály de Paula Canuto, Antonino Feitosa Neto
Evaluating classification methods applied to multi-label tasks in different domains. HIS (2010)
Anne M. P. Canuto, Fernando Pintro, Antonino Feitosa Neto, Michael C. Fairhurst
Enhancing Performance of Cancellable Fingerprint Biometrics Using Classifier Ensembles. SBRN (2010)
Anne M. P. Canuto, Michael C. Fairhurst, Laura Emmanuella A. Santana, Fernando Pintro, Antonino Feitosa Neto
Ensemble-Based Methods for Cancellable Biometrics. ICANN (1) (2010)
Karliane O. Vale, Antonino Feitosa Neto, Anne M. P. Canuto, Filipe G. Dias
Static and Dynamic Weights in Ensemble Systems Built by Class-Based Feature Selection Methods. SBRN (2010)
Alberto Signoretti, Antonino Feitosa Neto, André M. C. Campos, Anne M. P. Canuto, Sérgio V. Fialho
Increasing the Eciency of NPCs Using a Focus of Attention Based on Emotions and Personality. SBGames (2010)
Karliane O. Vale, Antonino Feitosa Neto, Anne M. P. Canuto
Using a reinforcement-based feature selection method in Classifier Ensemble. HIS (2010)