RePART: A Modified Fuzzy ARTMAP for Pattern Recognition. - Anne M. P. Canuto; Gareth Howells 001; Michael C. Fairhurst (Fuzzy Days, 1999)

The use of confidence measures to enhance combination strategies in multi-network neuro-fuzzy systems. - Anne M. P. Canuto; Gareth Howells 001; Michael C. Fairhurst (Connect. Sci., 2000)

An Investigation of the Effects of Variable Vigilance within the RePART Neuro-Fuzzy Network. - Anne M. P. Canuto; Gareth Howells 001; Michael C. Fairhurst (J. Intell. Robotic Syst., 2000)

Improving Artmap Learning Through Variable Vigilance. - Anne M. P. Canuto; Michael C. Fairhurst; Gareth Howells 001 (Int. J. Neural Syst., 2001)

An Investigation of Fuzzy Combiners applied to a Hybrid Multi-neural System. - Anne M. P. Canuto; Michael C. Fairhurst; Gareth Howells 001 (SBRN, 2002)

Enhancing multi-neural systems through the use of hybrid structures. - Anne M. P. Canuto; Michael C. Fairhurst; Gareth Howells 001 (IJCNN, 2003)

Fuzzy Connectives as a Combination Tool in a Hybrid Multi-Neural System. - Anne M. P. Canuto; Michael C. Fairhurst; Gareth Howells 001 (Int. J. Neural Syst., 2003)

Intelligent agents for the management of complexity in multimodal biometrics. - Farzin Deravi; Michael C. Fairhurst; Richard M. Guest; Nick Jeremy Mavity; Anne M. P. Canuto (Univers. Access Inf. Soc., 2003)

Towards a Methodology for Developing Agent-Based Simulations: The MASim Methodology. - André M. C. Campos; Anne M. P. Canuto; Jorge H. C. Fernandes (AAMAS, 2004)

A normal form which preserves 1-tautologies and 0-contradictions in a class of residuum-based propositional fuzzy logics. - Benjamín René Callejas Bedregal; Regivan H. N. Santiago; Anne Magály de Paula Canuto (FUZZ-IEEE, 2004)

Investigating the Use of an Agent-Based Multi-classifier System for Classification Tasks. - Anne M. P. Canuto; Araken M. Santos; Márjory C. C. Abreu; Valéria Maria S. Bezerra; Fernanda M. Souza; Manuel F. Gomes Junior (ICONIP, 2004)

A comparative investigation of the RePART neural network in pattern recognition tasks. - Anne Magály de Paula Canuto; Araken de Medeiros Santos (IJCNN, 2004)

An Infrastructure for Providing Communication among Users of Virtual Cultural Spaces. - Tatiana A. Tavares; Samuel A. Oliveira; Anne M. P. Canuto; Luiz Marcos Gonçalves; Guido Lemos de Souza Filho (WebMedia/LA-WEB, 2004)

A Comparative Analysis of Negotiation Methods for a Multi-neural Agent System. - Márjory C. C. Abreu; Anne M. P. Canuto; Laura Emmanuella A. Santana (HIS, 2005)

Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles. - Anne M. P. Canuto; Lucas de Melo Oliveira; João Carlos Xavier Jr.; Araken M. Santos; Márjory C. C. Abreu (HIS, 2005)

A personality-based model of agents for representing individuals in working organizations. - Anne M. P. Canuto; André M. C. Campos; João Carlos Alchieri; Eliane C. M. de Moura; Araken M. Santos; Emamuel B. dos Santos; Rodrigo G. Soares (IAT, 2005)

An empirical comparison of individual machine learning techniques and ensemble approaches in protein structural class prediction. - Valnaide G. Bittencourt; Márjory C. C. Abreu; Marcilio C. P. de Souto; Anne Magály de Paula Canuto (IJCNN, 2005)

A comparative analysis of the performance of hybrid and non-hybrid multi-classifier systems. - Anne M. P. Canuto; Marcilio C. P. de Souto; Araken M. Santos; Valéria Maria S. Bezerra; Sussany Mirelli (IJCNN, 2005)

A Multi-Agent System for 3D Media Spaces Assistance. - Tatiana A. Tavares; Samuel A. Oliveira; Anne M. P. Canuto; Luiz Marcos Gonçalves; Guido Lemos de Souza Filho (LA-WEB, 2005)

A flexible framework for representing personality in agents. - André M. C. Campos; Emanuel B. Santos; Anne M. P. Canuto; Rodrigo G. Soares; João Carlos Alchieri (AAMAS, 2006)

GNeurAge: An Evolutionary Agent-Based System for Classification Tasks. - Diogo F. de Oliveira; Anne M. P. Canuto; André M. C. Campos (HIS, 2006)

A Comparative Analysis of Data Distribution Methods in an Agent-Based Neural System for Classification Tasks. - Laura Emmanuella A. Santana; Anne M. P. Canuto; João Carlos Xavier Jr.; André M. C. Campos (HIS, 2006)

Carcara: A Multi-agent System for Web Mining Using Adjustable User Profile and Dynamic Grouping. - Manuel F. Gomes Junior; Anne M. P. Canuto (IAT, 2006)

Simulating Working Environments Through the Use of Personality-Based Agents. - Anne M. P. Canuto; André M. C. Campos; Araken M. Santos; Eliane C. M. de Moura; Emanuel B. Santos; Rodrigo G. Soares; Kaio A. A. Dantas (IBERAMIA-SBIA, 2006)

Using Weighted Combination-Based Methods in Ensembles with Different Levels of Diversity. - Thiago Dutra; Anne M. P. Canuto; Marcílio Carlos Pereira de Souto (ICONIP (1), 2006)

Analyzing the Benefits of Using a Fuzzy-Neuro Model in the Accuracy of the NeurAge System: an Agent-Based System for Classification Tasks. - Márjory C. C. Abreu; Anne M. P. Canuto (IJCNN, 2006)

Analyzing the Performance of an Agent-based Neural System for Classification Tasks Using Data Distribution among the Agents. - Laura Emmanuella A. Santana; Anne M. P. Canuto; Márjory C. C. Abreu (IJCNN, 2006)

Using Accuracy and Diversity to Select Classifiers to Build Ensembles. - Rodrigo G. F. Soares; Alixandre Santana; Anne M. P. Canuto; Marcílio Carlos Pereira de Souto (IJCNN, 2006)

Applying Weights in the Functioning of the Dynamic Classifier Selection Method. - Diogo Fagundes; Anne M. P. Canuto (SBRN, 2006)

A Neuro-Fuzzy-Based Agent System with Data Distribution among the Agents for Classification Tasks. - Laura Emmanuella A. Santana; Anne M. P. Canuto; Márjory C. C. Abreu (SBRN, 2006)

A Dynamic Classifier Selection Method to Build Ensembles using Accuracy and Diversity. - Alixandre Santana; Rodrigo G. F. Soares; Anne M. P. Canuto; Marcílio Carlos Pereira de Souto (SBRN, 2006)

Using weighted dynamic classifier selection methods in ensembles with different levels of diversity. - Anne M. P. Canuto; Diogo Fagundes; Márjory C. C. Abreu; João Carlos Xavier Jr. (Int. J. Hybrid Intell. Syst., 2006)

Particle Detection on Election Microscopy Micrographs Using Multi-Classifier Systems. - Lucas M. Oliveira; Raul Benites Paradeda; Bruno M. Carvalho 001; Anne M. P. Canuto; Marcílio Carlos Pereira de Souto (HIS, 2007)

Using Fuzzy, Neural and Fuzzy-Neural Combination Methods in Ensembles with Different Levels of Diversity. - Anne M. P. Canuto; Márjory C. C. Abreu (ICANN (1), 2007)

Evaluating the Influence of the Choice of the Ensemble Members in Some Fuzzy Combination Methods. - Márjory C. C. Abreu; Anne M. P. Canuto (IJCNN, 2007)

Investigating the Use of an Evolutionary Agent-based System for Classification Tasks. - Diogo F. de Oliveira; Anne M. P. Canuto; Marcílio Carlos Pereira de Souto (IJCNN, 2007)

A Comparative Analysis of Feature Selection Methods for Ensembles with Different Combination Methods. - Laura Emmanuella A. Santana; Diogo F. de Oliveira; Anne M. P. Canuto; Marcílio Carlos Pereira de Souto (IJCNN, 2007)

An Experimental Study on the Importance of the Choice of the Ensemble Members in Fuzzy Combination Methods. - Márjory C. C. Abreu; Anne Magály de Paula Canuto (ISDA, 2007)

Using an Evolutionary Agent-Based System for Classification Tasks. - Diogo F. de Oliveira; Anne M. P. Canuto; Marcilio C. P. de Souto (ISDA, 2007)

Investigating the use of a multi-agent system for knowledge discovery in databases. - Anne M. P. Canuto; André M. C. Campos; Valéria Maria S. Bezerra; Márjory C. C. Abreu (Int. J. Hybrid Intell. Syst., 2007)

Investigating the influence of the choice of the ensemble members in accuracy and diversity of selection-based and fusion-based methods for ensembles. - Anne M. P. Canuto; Márjory C. C. Abreu; Lucas de Melo Oliveira; João Carlos Xavier Jr.; Araken M. Santos (Pattern Recognit. Lett., 2007)

Accuracy and Diversity in Ensemble Systems Composed of ARTMAP-Based Models. - Araken M. Santos; Anne M. P. Canuto; João Carlos Xavier Jr. (HIS, 2008)

A Class-Based Feature Selection Method for Ensemble Systems. - Karliane M. O. Vale; Filipe G. Dias; Anne M. P. Canuto; Marcílio Carlos Pereira de Souto (HIS, 2008)

Using Feature Distribution Methods in Ensemble Systems Combined by Fusion and Selection-Based Methods. - Laura Emmanuella A. Santana; Anne M. P. Canuto; João Carlos Xavier Jr. (ICANN (1), 2008)

Using ARTMAP-Based Ensemble Systems Designed by Three Variants of Boosting. - Araken de Medeiros Santos; Anne Magály de Paula Canuto (ICANN (1), 2008)

An analysis of data distribution methods in classifier combination systems. - Laura Emmanuella A. Santana; Alberto Signoretti; Anne M. P. Canuto (IJCNN, 2008)

Investigating the influence of RePART in ensemble systems designed by boosting. - Araken M. Santos; Anne M. P. Canuto (IJCNN, 2008)

Empirical comparison of Dynamic Classifier Selection methods based on diversity and accuracy for building ensembles. - Marcílio Carlos Pereira de Souto; Rodrigo G. F. Soares; Alixandre Santana; Anne M. P. Canuto (IJCNN, 2008)

Applying Static and Dynamic Weight Measures in Ensemble Systems. - Raul Benites Paradeda; João Carlos Xavier Jr.; Anne M. P. Canuto (SBRN, 2008)

An analysis of data distribution in the ClassAge system: An agent-based system for classification tasks. - Anne M. P. Canuto; Laura Emmanuella A. Santana; Márjory C. C. Abreu; João Carlos Xavier Jr. (Neurocomputing, 2008)

Brazilian Symposium on Neural Networks (SBRN2006). - André Carlos Ponce de Leon Ferreira de Carvalho; Anne M. P. Canuto; Marcílio Carlos Pereira de Souto (Neurocomputing, 2008)

The diversity/accuracy dilemma: An empirical analysis in the context of heterogeneous ensembles. - Diogo F. de Oliveira; Anne M. P. Canuto; Marcílio Carlos Pereira de Souto (IEEE Congress on Evolutionary Computation, 2009)

Use of multi-objective genetic algorithms to investigate the diversity/accuracy dilemma in heterogeneous ensembles. - Diogo F. de Oliveira; Anne M. P. Canuto; Marcílio Carlos Pereira de Souto (IJCNN, 2009)

Feature selection in heterogeneous structure of ensembles: A genetic algorithm approach. - Laura Emmanuella A. Santana; Ligia Silva; Anne M. P. Canuto (IJCNN, 2009)

A comparative analysis of genetic algorithm and ant colony optimization to select attributes for an heterogeneous ensemble of classifiers. - Laura Emmanuella A. Santana; Ligia Silva; Anne M. P. Canuto; Fernando Pintro; Karliane O. Vale (IEEE Congress on Evolutionary Computation, 2010)

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)

Analyzing Classification Methods in Multi-label Tasks. - Araken M. Santos; Laura Emmanuella A. Santana; Anne M. P. Canuto (ICANN (3), 2010)

Web log data clustering for a multi-agent recommendation system. - João Carlos Xavier Jr.; Alex Alves Freitas; Anne M. P. Canuto; Luiz Marcos Gonçalves (ICMLC, 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)

Introducing Affective Agents in Recommendation Systems Based on Relational Data Clustering. - João C. Xavier Junior; Alberto Signoretti; Anne M. P. Canuto; André M. C. Campos; Luiz Marcos Gonçalves; Sérgio V. Fialho (DEXA (2), 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)

A hierarchical approach to represent relational data applied to clustering tasks. - João C. Xavier Junior; Anne M. P. Canuto; Alex Alves Freitas; Luiz M. G. Gonçalves; Carlos Nascimento Silla Jr. (IJCNN, 2011)

Combining different ways to generate diversity in bagging models: An evolutionary approach. - Diego Silveira Costa Nascimento; Anne Magály de Paula Canuto; Ligia Maria Moura e Silva; André Luís Vasconcelos Coelho (IJCNN, 2011)

Bio-inspired meta-heuristic as feature selector in ensemble systems: A comparative analysis. - Laura Emmanuella A. Santana; Anne M. P. Canuto; Ligia Silva (IJCNN, 2011)

Ensembles of ARTMAP-based neural networks: an experimental study. - Anne M. P. Canuto; Araken M. Santos; Rogério R. Vargas (Appl. Intell., 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)

An Investigation of Ensemble Systems Applied to Encrypted and Cancellable Biometric Data. - Isaac de L. Oliveira Filho; Benjamín R. C. Bedregal; Anne M. P. Canuto (ICANN (2), 2012)

New Approach for Clustering Relational Data Based on Relationship and Attribute Information. - João C. Xavier Junior; Anne M. P. Canuto; Luiz M. G. Gonçalves; Luiz A. H. G. de Oliveira (ICANN (2), 2012)

Bi-objective Genetic Algorithm for Feature Selection in Ensemble Systems. - Laura Emmanuella A. Santana; Anne M. P. Canuto (ICANN (1), 2012)

A genetic-based approach to features selection for ensembles using a hybrid and adaptive fitness function. - Anne M. P. Canuto; Diego Silveira Costa Nascimento (IJCNN, 2012)

Using semi-supervised learning in multi-label classification problems. - Araken M. Santos; Anne M. P. Canuto (IJCNN, 2012)

An Experimental Study of Ensemble Systems on Cancellable Iris. - Fernando Pintro; Anne M. P. Canuto (SBRN, 2012)

A Multiagent Approach for Metaheuristics Hybridization Applied to the Traveling Salesman Problem. - Givanaldo R. de Souza; Elizabeth Ferreira Gouvea Goldbarg; Marco César Goldbarg; Anne M. P. Canuto (SBRN, 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)

Particle Swarm Intelligence as Feature Selector in Ensemble Systems. - Laura Emmanuella A. Santana; Anne M. P. Canuto (BRACIS, 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 (IEEE Congress on Evolutionary Computation, 2013)

An empirical analysis of cancellable transformations in a behavioural biometric modality. - Marcelo Damasceno; Anne M. P. Canuto (HIS, 2013)

A Comparative Analysis of Cryptographic Algorithms and Transformation Functions for Biometric Data. - Isaac de L. Oliveira Filho; Otaciana G. R. Santiago; Anne M. P. Canuto; Benjamín René Callejas Bedregal (ICMLA (2), 2013)

Characterization measures of ensemble systems using a meta-learning approach. - Regina R. Parente; Anne M. P. Canuto; João Carlos Xavier Jr. (IJCNN, 2013)

Using genetic algorithms and ensemble systems in online cancellable signature recognition. - Fernando Pintro; Anne M. P. Canuto; Michael C. Fairhurst (IJCNN, 2013)

Using confidence values in multi-label classification problems with semi-supervised learning. - Fillipe M. Rodrigues; Araken de Medeiros Santos; Anne M. P. Canuto (IJCNN, 2013)

A comparative analysis of dissimilarity measures for clustering categorical data. - João Carlos Xavier Jr.; Anne M. P. Canuto; Noriedson D. Almeida; Luiz Marcos Garcia Gonçalves (IJCNN, 2013)

Investigating fusion approaches in multi-biometric cancellable recognition. - Anne M. P. Canuto; Fernando Pintro; João C. Xavier Junior (Expert Syst. Appl., 2013)

An Empirical Analysis of Meta-learning for the Automatic Choice of Architecture and Components in Ensemble Systems. - Diego Silveira Costa Nascimento; Anne M. P. Canuto; André L. V. Coelho (BRACIS, 2014)

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

Fuzzy clustering algorithm with H-operator applied to problems with interval-based data. - Liliane R. da Silva; Ronildo P. A. Moura; Anne M. P. Canuto; Regivan Hugo Nunes Santiago; Benjamín R. C. Bedregal (FUZZ-IEEE, 2014)

An empirical analysis of ensemble systems in cancellable behavioural biometrics: A touch screen dataset. - Marcelo Damasceno; Anne M. P. Canuto (IJCNN, 2014)

Confidence factor and feature selection for semi-supervised multi-label classification methods. - Fillipe M. Rodrigues; Campus Joao Camara; Anne M. P. Canuto; Araken M. Santos (IJCNN, 2014)

Applying the self-training semi-supervised learning in hierarchical multi-label methods. - Araken M. Santos; Anne M. P. Canuto (IJCNN, 2014)

Filter-based optimization techniques for selection of feature subsets in ensemble systems. - Laura Emmanuella A. dos S. Santana; Anne Magály de Paula Canuto (Expert Syst. Appl., 2014)

Applying semi-supervised learning in hierarchical multi-label classification. - Araken M. Santos; Anne M. P. Canuto (Expert Syst. Appl., 2014)

Ensemble systems and cancellable transformations for multibiometric-based identification. - Anne Magály de Paula Canuto; Michael C. Fairhurst; Fernando Pintro (IET Biom., 2014)

An effective template protection method for face and voice cancellable identification. - Anne M. P. Canuto; Fernando Pintro; Michael C. Fairhurst (Int. J. Hybrid Intell. Syst., 2014)

Integrating complementary techniques for promoting diversity in classifier ensembles: A systematic study. - Diego Silveira Costa Nascimento; André L. V. Coelho; Anne M. P. Canuto (Neurocomputing, 2014)

Multi-privacy biometric protection scheme using ensemble systems. - Marcelo Damasceno; Anne M. P. Canuto; Norman Poh (IJCNN, 2015)

An analysis of diversity measures for the dynamic design of ensemble of classifiers. - Jose Augusto S. Lustosa Filho; Anne M. P. Canuto; João Carlos Xavier Jr. (IJCNN, 2015)

Applying the Coral Reefs Optimization algorithm to clustering problems. - Inácio Gomes Medeiros; João Carlos Xavier Jr.; Anne M. P. Canuto (IJCNN, 2015)

An Interval-Based Framework for Fuzzy Clustering Applications. - Liliane R. da Silva; Ronildo P. A. Moura; Anne M. P. Canuto; Regivan H. N. Santiago; Benjamín R. C. Bedregal (IEEE Trans. Fuzzy Syst., 2015)

Fusion Approaches of Feature Selection Algorithms for Classification Problems. - Jhoseph Jesus; Daniel Araújo 001; Anne M. P. Canuto (BRACIS, 2016)

A Bio-inspired Optimization Technique for Cluster Ensembles Optimization. - Huliane M. Silva; Anne M. P. Canuto; Inácio Gomes Medeiros; João C. Xavier (BRACIS, 2016)

Cluster Ensembles Optimization Using Coral Reefs Optimization Algorithm. - Huliane M. Silva; Anne M. P. Canuto; Inácio Gomes Medeiros; João Carlos Xavier Jr. (ICANN (2), 2016)

An unsupervised-based dynamic feature selection for classification tasks. - Rômulo de O. Nunes; Carine A. Dantas; Anne M. P. Canuto; João C. Xavier Junior (IJCNN, 2016)

A 3D serious game for medical students training in clinical cases. - Rodrigo Monteiro de Lima; Araken de Medeiros Santos; Francisco Milton Mendes Neto; Ademar França de Sousa Neto; Felipe Cesar Pinheiro Leao; Francisco Tailanio de Macedo; Anne Magály de Paula Canuto (SeGAH, 2016)

Investigating the Impact of Similarity Metrics in an Unsupervised-Based Feature Selection Method. - Carine A. Dantas; Rômulo de O. Nunes; Anne M. P. Canuto; João Carlos Xavier Jr. (BRACIS, 2017)

Dynamic Feature Selection Based on Clustering Algorithm and Individual Similarity. - Carine A. Dantas; Rômulo de O. Nunes; Anne M. P. Canuto; João C. Xavier Junior (ICANN (2), 2017)

A Feature Selection Approach Based on Information Theory for Classification Tasks. - Jhoseph Jesus; Anne M. P. Canuto; Daniel Araújo 001 (ICANN (2), 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 (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)

Dynamic Feature Selection for Classifier Ensembles. - Rômulo de Oliveira Nunes; Carine Azevedo Dantas; Anne Magály de Paula Canuto; João Carlos Xavier Junior (BRACIS, 2018)

Fusion of Local Descriptors for Multi-view Facial Expression Recognition. - Xuejian Wang; Michael C. Fairhurst; Anne M. P. Canuto (BRACIS, 2018)

Evaluating the Dynamicity of Feature and Individual Classifiers Selection in Ensembles of Classifiers. - Carine A. Dantas; Rômulo de O. Nunes; Anne M. P. Canuto; João Carlos Xavier Jr. (IJCNN, 2018)

Dynamic Feature Selection Based on Pareto Front Optimization. - Jhoseph Jesus; Anne M. P. Canuto; Daniel Araújo 001 (IJCNN, 2018)

Investigating the Impact of Diversity in Ensembles of Multi-label Classifiers. - Diego Silveira Costa Nascimento; Danilo R. C. Bandeira; Anne M. P. Canuto; Daniel Araújo 001 (IJCNN, 2018)

Using Meta-learning in the Selection of the Combination Method of a Classifier Ensemble. - Robercy Alves da Silva; Anne Magály de Paula Canuto; João Carlos Xavier Junior; Teresa Bernarda Ludermir (IJCNN, 2018)

Automatic Adjustment of Confidence Values in Self-training Semi-supervised Method. - Karliane M. Ovidio Vale; Anne Magály de Paula Canuto; Araken de Medeiros Santos; Flavius da Luz e Gorgônio; Alan de M. Tavares; Arthur C. Gorgônio; Cainan T. Alves (IJCNN, 2018)

An exploratory study of mono and multi-objective metaheuristics to ensemble of classifiers. - Antonino Feitosa Neto; Anne M. P. Canuto (Appl. Intell., 2018)

Investigating the impact of selection criteria in dynamic ensemble selection methods. - Jose Augusto S. Lustosa Filho; Anne M. P. Canuto; Regivan Hugo Nunes Santiago (Expert Syst. Appl., 2018)

Increasing data accuracy in biometric authentication systems: An exploratory study using papilio algorithm on fuzzy schemes. - Isaac de L. Oliveira Filho; Anne M. P. Canuto; Benjamín R. C. Bedregal; Francisco Dantas (Int. J. Hybrid Intell. Syst., 2018)

Combining multiple algorithms in classifier ensembles using generalized mixture functions. - Valdigleis S. Costa; Antonio Diego Silva Farias; Benjamín R. C. Bedregal; Regivan H. N. Santiago; Anne Magály de Paula Canuto (Neurocomputing, 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)

Interdisciplinary Data Analysis. - Ana Carolina Lorena; Anne Magály de Paula Canuto (New Gener. Comput., 2018)

Gradual Complex Numbers and Their Application for Performance Evaluation Classifiers. - Emmanuelly L. Souza; Regivan H. N. Santiago; Anne M. P. Canuto; Rômulo de O. Nunes (IEEE Trans. Fuzzy Syst., 2018)

Investigating the Impact of Combining Handwritten Signature and Keyboard Keystroke Dynamics for Gender Prediction. - Danilo Rodrigo Cavalcante Bandeira; Anne Magály de Paula Canuto; Márjory Cristiany Da Costa Abreu; Michael C. Fairhurst; Cheng Li; Diego Silveira Costa Nascimento (BRACIS, 2019)

Instance Hardness as a Decision Criterion on Dynamic Ensemble Structure. - Carine A. Dantas; Rômulo de O. Nunes; Anne M. P. Canuto; João C. Xavier Junior (BRACIS, 2019)

Investigating the Robustness and Stability to Noisy Data of a Dynamic Feature Selection Method. - Jhoseph Jesus; Anne M. P. Canuto; Daniel Araújo 001 (BRACIS, 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 (BRACIS, 2019)

A Data Stratification Process for Instances Selection in Semi-Supervised Learning. - Karliane M. O. Vale; Anne Magály de Paula Canuto; Flavius L. Gorgônio; Amarildo J. F. de Lucena; Cainan T. Alves; Arthur C. Gorgônio; Araken M. Santos (IJCNN, 2019)

A Distance-Weighted Selection of Unlabelled Instances for Self-training and Co-training Semi-supervised Methods. - Cephas A. S. Barreto; Arthur C. Gorgônio; Anne M. P. Canuto; João Carlos Xavier Jr. (BRACIS (2), 2020)

Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering. - Joris Guérin; Anne Magály de Paula Canuto; Luiz Marcos Garcia Gonçalves (ICMLA, 2020)

Regression Ensembles for Fast Design Space Exploration of Heterogeneous Hardware Designs. - Alba Sandyra Bezerra Lopes; Anne Magály de Paula Canuto; Monica Magalhães Pereira (ICMLA, 2020)

An Investigation of Dynamic Feature Selection Methods Applied to Classifier Ensembles. - Rômulo de O. Nunes; Carine A. Dantas; Anne M. P. Canuto; João Carlos Xavier Jr. (ICMLA, 2020)

Two Novel Approaches for Automatic Labelling in Semi-Supervised Methods. - Cephas A. S. Barreto; Anne Magály de Paula Canuto; João C. Xavier Junior; Arthur Costa Gorgônio; Douglas F. A. Lima; Ranna R. F. da Costa (IJCNN, 2020)

A Semi-supervised Based Framework for Data Stream Classification in Non-Stationary Environments. - Arthur Costa Gorgônio; Anne Magály de Paula Canuto; Karliane M. O. Vale; Flavius L. Gorgônio (IJCNN, 2020)

Machine Learning Based Seismic Region Classification. - Samuel da S. Oliveira; Anne M. P. Canuto; Bruno M. Carvalho 001; Márcio Eduardo Kreutz (IJCNN, 2020)

A Co-Training-based Algorithm Using Confidence Values to Select Instances. - Karliane M. O. Vale; Flavius L. Gorgônio; Yago N. Araújo; Arthur C. Gorgônio; Anne Magály de Paula Canuto (IJCNN, 2020)

Team Recommendation for the Pokémon GO Game Using Optimization Approaches. - Samuel da Silva Oliveira; Guilherme Eglé P. Lima Silva; Arthur C. Gorgônio; Cephas A. S. Barreto; Anne M. P. Canuto; Bruno M. Carvalho 001 (SBGames, 2020)

Two deterministic selection methods for the initial centers in fuzzy c-means based algorithms. - Liliane R. da Silva; Heloina Alves Arnaldo; Huliane da Silva; Ronildo P. A. Moura; Benjamín R. C. Bedregal; Anne Magály de Paula Canuto (Intell. Data Anal., 2020)

Improving multi-view facial expression recognition through two novel texture-based feature representations. - Xuejian Wang; Michael C. Fairhurst; Anne M. P. Canuto (Intell. Data Anal., 2020)

Determining Subcategories of Facial Expressions for Improved Performance in Practical Applications. - Xuejian Wang; Michael C. Fairhurst; Anne M. P. Canuto (Int. J. Comput. Intell. Appl., 2020)

Two approaches for clustering algorithms with relational-based data. - João Carlos Xavier Junior; Anne M. P. Canuto; Luiz M. G. Gonçalves (Knowl. Inf. Syst., 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)

A Data Stratification Process for Instances Selection Applied to Co-training Semi-supervised Learning Algorithm. - Yago N. Araújo; Karliane M. O. Vale; Flavius L. Gorgônio; Anne Magály de Paula Canuto; Arthur Costa Gorgônio; Cephas A. S. Barreto (IJCNN, 2021)

Automatic Recommendation Method for Classifier Ensemble Structure Using Meta-Learning. - Robercy Alves da Silva; Anne Magály de Paula Canuto; Cephas A. S. Barreto; João Carlos Xavier Junior (IEEE Access, 2021)

A generalized average linkage criterion for Hierarchical Agglomerative Clustering. - Leonardo Ramos Emmendorfer; Anne Magály de Paula Canuto (Appl. Soft Comput., 2021)

An exploratory analysis of data noisy scenarios in a Pareto-front based dynamic feature selection method. - Jhoseph Jesus; Anne M. P. Canuto; Daniel Araújo 001 (Appl. Soft Comput., 2021)

EOCD: An ensemble optimization approach for concept drift applications. - Antonino Feitosa Neto; Anne M. P. Canuto (Inf. Sci., 2021)

Preface. - André Carlos Ponce de Leon Ferreira de Carvalho; Anne Magály de Paula Canuto; Graçaliz Pereira Dimuro (Nat. Comput., 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)

An Efficient Drift Detection Module for Semi-supervised Data Classification in Non-stationary Environments. - Arthur C. Gorgônio; Cephas A. S. Barreto; Song Jong Márcio Simioni da Costa; Anne Magály de Paula Canuto; Karliane M. O. Vale; Flavius L. Gorgônio (BRACIS (1), 2022)

An exploratory analysis of a dynamic ensemble structure using an automatic decision process. - Carine A. Dantas; Anne M. P. Canuto; João C. Xavier Junior; Rômulo de Oliveira Nunes (ICMLA, 2022)

Evaluating Brain Regions That Characterize Attention Deficit/Hyperactivity Disorder Based on SPECT Images and Machine Learning Models. - Marcilio De Oliveira Meira; Anne Magály de Paula Canuto; Bruno Motta de Carvalho; Roberto Levi Cavalcanti Jales (IJCNN, 2022)

Applying Efficient Selection Techniques of Unlabeled Instances for Wrapper-Based Semi-Supervised Methods. - Cephas A. S. Barreto; Arthur Costa Gorgônio; João C. Xavier Junior; Anne Magály de Paula Canuto (IEEE Access, 2022)

An Efficient Approach to Select Instances in Self-Training and Co-Training Semi-Supervised Methods. - Karliane M. O. Vale; Arthur Costa Gorgônio; Flavius da Luz e Gorgônio; Anne Magály de Paula Canuto (IEEE Access, 2022)

FlexCon-CE: A Semi-supervised Method with an Ensemble-Based Adaptive Confidence. - Arthur Medeiros; Arthur C. Gorgônio; Karliane M. Ovidio Vale; Flavius L. Gorgônio; Anne Magály de Paula Canuto (BRACIS (3), 2023)

The Dynamic Selection of Combination Methods in Classifier Ensembles by Region of Competence. - Jesaías Carvalho Pereira Silva; Anne Magály de Paula Canuto; Araken de Medeiros Santos (ICANN (9), 2023)

Two Efficient Training Strategies for DyDaSL: A Dynamic Data Stream Learner Framework with Semi-Supervised Learning. - Arthur C. Gorgônio; Anne M. P. Canuto; Arthur Medeiros; Karliane M. O. Vale; Flavius L. Gorgônio (ICMLA, 2023)

Dynamicity Analysis in the Selection of Classifier Ensembles Parameters. - Jesaías Carvalho Pereira Silva; Anne Magály de Paula Canuto; Araken de Medeiros Santos (BRACIS (1), 2024)

Towards Total Dynamicity of a Feature Selection Method based on the Pareto Front. - Anne M. P. Canuto; Jhoseph Kelvin Lopes de Jesus; Daniel S. A. de Araujo (IJCNN, 2024)

A New Approach to Define the Number of Clusters for Partitional Clustering Algorithms. - Huliane da Silva; Benjamín René Callejas Bedregal; Anne M. P. Canuto; Thiago V. V. Batista; Ronildo P. A. Moura (TFSS, 2024)