Antonino Feitosa Neto

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