Anne M. P. Canuto

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 35

Top Venues

Publications

Huliane da Silva, Benjamín René Callejas Bedregal, Anne M. P. Canuto, Thiago V. V. Batista, Ronildo P. A. Moura
A New Approach to Define the Number of Clusters for Partitional Clustering Algorithms. TFSS 3 (1) (2024)
Arthur C. Gorgônio, Anne M. P. Canuto, Arthur Medeiros, Karliane M. O. Vale, Flavius L. Gorgônio
Two Efficient Training Strategies for DyDaSL: A Dynamic Data Stream Learner Framework with Semi-Supervised Learning. ICMLA (2023)
Carine A. Dantas, Anne M. P. Canuto, João C. Xavier Junior, Rômulo de Oliveira Nunes
An exploratory analysis of a dynamic ensemble structure using an automatic decision process. ICMLA (2022)
Antonino Feitosa Neto, Anne M. P. Canuto
EOCD: An ensemble optimization approach for concept drift applications. Inf. Sci. 561 (2021)
Jhoseph Jesus, Anne M. P. Canuto, Daniel Araújo
An exploratory analysis of data noisy scenarios in a Pareto-front based dynamic feature selection method. Appl. Soft Comput. 100 (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)
Cephas A. S. Barreto, Arthur C. Gorgônio, Anne M. P. Canuto, João Carlos Xavier Jr.
A Distance-Weighted Selection of Unlabelled Instances for Self-training and Co-training Semi-supervised Methods. BRACIS (2) (2020)
Samuel da Silva Oliveira, Guilherme Eglé P. Lima Silva, Arthur C. Gorgônio, Cephas A. S. Barreto, Anne M. P. Canuto, Bruno M. Carvalho
Team Recommendation for the Pokémon GO Game Using Optimization Approaches. SBGames (2020)
Xuejian Wang, Michael C. Fairhurst, Anne M. P. Canuto
Improving multi-view facial expression recognition through two novel texture-based feature representations. Intell. Data Anal. 24 (6) (2020)
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)
Samuel da S. Oliveira, Anne M. P. Canuto, Bruno M. Carvalho, Márcio Eduardo Kreutz
Machine Learning Based Seismic Region Classification. IJCNN (2020)
Rômulo de O. Nunes, Carine A. Dantas, Anne M. P. Canuto, João Carlos Xavier Jr.
An Investigation of Dynamic Feature Selection Methods Applied to Classifier Ensembles. ICMLA (2020)
João Carlos Xavier Junior, Anne M. P. Canuto, Luiz M. G. Gonçalves
Two approaches for clustering algorithms with relational-based data. Knowl. Inf. Syst. 62 (3) (2020)
Xuejian Wang, Michael C. Fairhurst, Anne M. P. Canuto
Determining Subcategories of Facial Expressions for Improved Performance in Practical Applications. Int. J. Comput. Intell. Appl. 19 (1) (2020)
Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João C. Xavier Junior
Instance Hardness as a Decision Criterion on Dynamic Ensemble Structure. BRACIS (2019)
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)
Jhoseph Jesus, Anne M. P. Canuto, Daniel Araújo
Investigating the Robustness and Stability to Noisy Data of a Dynamic Feature Selection Method. 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)
Jhoseph Jesus, Anne M. P. Canuto, Daniel Araújo
Dynamic Feature Selection Based on Pareto Front Optimization. IJCNN (2018)
Isaac de L. Oliveira Filho, Anne M. P. Canuto, Benjamín R. C. Bedregal, Francisco Dantas
Increasing data accuracy in biometric authentication systems: An exploratory study using papilio algorithm on fuzzy schemes. Int. J. Hybrid Intell. Syst. 14 (4) (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)
Jose Augusto S. Lustosa Filho, Anne M. P. Canuto, Regivan Hugo Nunes Santiago
Investigating the impact of selection criteria in dynamic ensemble selection methods. Expert Syst. Appl. 106 (2018)
Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João Carlos Xavier Jr.
Evaluating the Dynamicity of Feature and Individual Classifiers Selection in Ensembles of Classifiers. IJCNN (2018)
Xuejian Wang, Michael C. Fairhurst, Anne M. P. Canuto
Fusion of Local Descriptors for Multi-view Facial Expression Recognition. BRACIS (2018)
Diego Silveira Costa Nascimento, Danilo R. C. Bandeira, Anne M. P. Canuto, Daniel Araújo
Investigating the Impact of Diversity in Ensembles of Multi-label Classifiers. IJCNN (2018)
Emmanuelly L. Souza, Regivan H. N. Santiago, Anne M. P. Canuto, Rômulo de O. Nunes
Gradual Complex Numbers and Their Application for Performance Evaluation Classifiers. IEEE Trans. Fuzzy Syst. 26 (2) (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)
Jhoseph Jesus, Anne M. P. Canuto, Daniel Araújo
A Feature Selection Approach Based on Information Theory for Classification Tasks. ICANN (2) (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)
Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João Carlos Xavier Jr.
Investigating the Impact of Similarity Metrics in an Unsupervised-Based Feature Selection Method. BRACIS (2017)
Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João C. Xavier Junior
Dynamic Feature Selection Based on Clustering Algorithm and Individual Similarity. ICANN (2) (2017)
Huliane M. Silva, Anne M. P. Canuto, Inácio Gomes Medeiros, João C. Xavier
A Bio-inspired Optimization Technique for Cluster Ensembles Optimization. BRACIS (2016)
Huliane M. Silva, Anne M. P. Canuto, Inácio Gomes Medeiros, João Carlos Xavier Jr.
Cluster Ensembles Optimization Using Coral Reefs Optimization Algorithm. ICANN (2) (2016)
Rômulo de O. Nunes, Carine A. Dantas, Anne M. P. Canuto, João C. Xavier Junior
An unsupervised-based dynamic feature selection for classification tasks. IJCNN (2016)
Jhoseph Jesus, Daniel Araújo, Anne M. P. Canuto
Fusion Approaches of Feature Selection Algorithms for Classification Problems. BRACIS (2016)
Inácio Gomes Medeiros, João Carlos Xavier Jr., Anne M. P. Canuto
Applying the Coral Reefs Optimization algorithm to clustering problems. IJCNN (2015)
Jose Augusto S. Lustosa Filho, Anne M. P. Canuto, João Carlos Xavier Jr.
An analysis of diversity measures for the dynamic design of ensemble of classifiers. IJCNN (2015)
Marcelo Damasceno, Anne M. P. Canuto, Norman Poh
Multi-privacy biometric protection scheme using ensemble systems. IJCNN (2015)
Liliane R. da Silva, Ronildo P. A. Moura, Anne M. P. Canuto, Regivan H. N. Santiago, Benjamín R. C. Bedregal
An Interval-Based Framework for Fuzzy Clustering Applications. IEEE Trans. Fuzzy Syst. 23 (6) (2015)
Araken M. Santos, Anne M. P. Canuto
Applying semi-supervised learning in hierarchical multi-label classification. Expert Syst. Appl. 41 (14) (2014)
Araken M. Santos, Anne M. P. Canuto
Applying the self-training semi-supervised learning in hierarchical multi-label methods. IJCNN (2014)
Marcelo Damasceno, Anne M. P. Canuto
An empirical analysis of ensemble systems in cancellable behavioural biometrics: A touch screen dataset. IJCNN (2014)
Diego Silveira Costa Nascimento, Anne M. P. Canuto, André L. V. Coelho
An Empirical Analysis of Meta-learning for the Automatic Choice of Architecture and Components in Ensemble Systems. BRACIS (2014)
Antonino Feitosa Neto, Anne M. P. Canuto
Meta-learning and Multi-objective Optimization to Design Ensemble of Classifiers. BRACIS (2014)
Anne M. P. Canuto, Fernando Pintro, Michael C. Fairhurst
An effective template protection method for face and voice cancellable identification. Int. J. Hybrid Intell. Syst. 11 (3) (2014)
Fillipe M. Rodrigues, Campus Joao Camara, Anne M. P. Canuto, Araken M. Santos
Confidence factor and feature selection for semi-supervised multi-label classification methods. IJCNN (2014)
Diego Silveira Costa Nascimento, André L. V. Coelho, Anne M. P. Canuto
Integrating complementary techniques for promoting diversity in classifier ensembles: A systematic study. Neurocomputing 138 (2014)
Liliane R. da Silva, Ronildo P. A. Moura, Anne M. P. Canuto, Regivan Hugo Nunes Santiago, Benjamín R. C. Bedregal
Fuzzy clustering algorithm with H-operator applied to problems with interval-based data. FUZZ-IEEE (2014)
Laura Emmanuella A. Santana, Anne M. P. Canuto
Particle Swarm Intelligence as Feature Selector in Ensemble Systems. BRACIS (2013)
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)
Regina R. Parente, Anne M. P. Canuto, João Carlos Xavier Jr.
Characterization measures of ensemble systems using a meta-learning approach. IJCNN (2013)
Anne M. P. Canuto, Fernando Pintro, João C. Xavier Junior
Investigating fusion approaches in multi-biometric cancellable recognition. Expert Syst. Appl. 40 (6) (2013)
Marcelo Damasceno, Anne M. P. Canuto
An empirical analysis of cancellable transformations in a behavioural biometric modality. HIS (2013)
Fernando Pintro, Anne M. P. Canuto, Michael C. Fairhurst
Using genetic algorithms and ensemble systems in online cancellable signature recognition. IJCNN (2013)
Fillipe M. Rodrigues, Araken de Medeiros Santos, Anne M. P. Canuto
Using confidence values in multi-label classification problems with semi-supervised learning. IJCNN (2013)
João Carlos Xavier Jr., Anne M. P. Canuto, Noriedson D. Almeida, Luiz Marcos Garcia Gonçalves
A comparative analysis of dissimilarity measures for clustering categorical data. IJCNN (2013)
Isaac de L. Oliveira Filho, Otaciana G. R. Santiago, Anne M. P. Canuto, Benjamín René Callejas Bedregal
A Comparative Analysis of Cryptographic Algorithms and Transformation Functions for Biometric Data. ICMLA (2) (2013)
Laura Emmanuella A. Santana, Anne M. P. Canuto
Bi-objective Genetic Algorithm for Feature Selection in Ensemble Systems. ICANN (1) (2012)
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)
Araken M. Santos, Anne M. P. Canuto
Using semi-supervised learning in multi-label classification problems. IJCNN (2012)
Fernando Pintro, Anne M. P. Canuto
An Experimental Study of Ensemble Systems on Cancellable Iris. SBRN (2012)
Anne M. P. Canuto, Diego Silveira Costa Nascimento
A genetic-based approach to features selection for ensembles using a hybrid and adaptive fitness function. IJCNN (2012)
Givanaldo R. de Souza, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg, Anne M. P. Canuto
A Multiagent Approach for Metaheuristics Hybridization Applied to the Traveling Salesman Problem. SBRN (2012)
João C. Xavier Junior, Anne M. P. Canuto, Luiz M. G. Gonçalves, Luiz A. H. G. de Oliveira
New Approach for Clustering Relational Data Based on Relationship and Attribute Information. ICANN (2) (2012)
Isaac de L. Oliveira Filho, Benjamín R. C. Bedregal, Anne M. P. Canuto
An Investigation of Ensemble Systems Applied to Encrypted and Cancellable Biometric Data. ICANN (2) (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)
Anne M. P. Canuto, Araken M. Santos, Rogério R. Vargas
Ensembles of ARTMAP-based neural networks: an experimental study. Appl. Intell. 35 (1) (2011)
João C. Xavier Junior, Anne M. P. Canuto, Alex Alves Freitas, Luiz M. G. Gonçalves, Carlos Nascimento Silla Jr.
A hierarchical approach to represent relational data applied to clustering tasks. IJCNN (2011)
João C. Xavier Junior, Alberto Signoretti, Anne M. P. Canuto, André M. C. Campos, Luiz Marcos Gonçalves, Sérgio V. Fialho
Introducing Affective Agents in Recommendation Systems Based on Relational Data Clustering. DEXA (2) (2011)
Laura Emmanuella A. Santana, Anne M. P. Canuto, Ligia Silva
Bio-inspired meta-heuristic as feature selector in ensemble systems: A comparative analysis. IJCNN (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)
Laura Emmanuella A. Santana, Ligia Silva, Anne M. P. Canuto, Fernando Pintro, Karliane O. Vale
A comparative analysis of genetic algorithm and ant colony optimization to select attributes for an heterogeneous ensemble of classifiers. IEEE Congress on Evolutionary Computation (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)
João Carlos Xavier Jr., Alex Alves Freitas, Anne M. P. Canuto, Luiz Marcos Gonçalves
Web log data clustering for a multi-agent recommendation system. ICMLC (2010)
Araken M. Santos, Laura Emmanuella A. Santana, Anne M. P. Canuto
Analyzing Classification Methods in Multi-label Tasks. ICANN (3) (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)
Diogo F. de Oliveira, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto
Use of multi-objective genetic algorithms to investigate the diversity/accuracy dilemma in heterogeneous ensembles. IJCNN (2009)
Laura Emmanuella A. Santana, Ligia Silva, Anne M. P. Canuto
Feature selection in heterogeneous structure of ensembles: A genetic algorithm approach. IJCNN (2009)
Diogo F. de Oliveira, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto
The diversity/accuracy dilemma: An empirical analysis in the context of heterogeneous ensembles. IEEE Congress on Evolutionary Computation (2009)
André Carlos Ponce de Leon Ferreira de Carvalho, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto
Brazilian Symposium on Neural Networks (SBRN2006). Neurocomputing 71 (16-18) (2008)
Araken M. Santos, Anne M. P. Canuto, João Carlos Xavier Jr.
Accuracy and Diversity in Ensemble Systems Composed of ARTMAP-Based Models. HIS (2008)
Araken M. Santos, Anne M. P. Canuto
Investigating the influence of RePART in ensemble systems designed by boosting. IJCNN (2008)
Anne M. P. Canuto, Laura Emmanuella A. Santana, Márjory C. C. Abreu, João Carlos Xavier Jr.
An analysis of data distribution in the ClassAge system: An agent-based system for classification tasks. Neurocomputing 71 (16-18) (2008)
Karliane M. O. Vale, Filipe G. Dias, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto
A Class-Based Feature Selection Method for Ensemble Systems. HIS (2008)
Raul Benites Paradeda, João Carlos Xavier Jr., Anne M. P. Canuto
Applying Static and Dynamic Weight Measures in Ensemble Systems. SBRN (2008)
Marcílio Carlos Pereira de Souto, Rodrigo G. F. Soares, Alixandre Santana, Anne M. P. Canuto
Empirical comparison of Dynamic Classifier Selection methods based on diversity and accuracy for building ensembles. IJCNN (2008)
Laura Emmanuella A. Santana, Anne M. P. Canuto, João Carlos Xavier Jr.
Using Feature Distribution Methods in Ensemble Systems Combined by Fusion and Selection-Based Methods. ICANN (1) (2008)
Laura Emmanuella A. Santana, Alberto Signoretti, Anne M. P. Canuto
An analysis of data distribution methods in classifier combination systems. IJCNN (2008)
Laura Emmanuella A. Santana, Diogo F. de Oliveira, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto
A Comparative Analysis of Feature Selection Methods for Ensembles with Different Combination Methods. IJCNN (2007)
Anne M. P. Canuto, Márjory C. C. Abreu
Using Fuzzy, Neural and Fuzzy-Neural Combination Methods in Ensembles with Different Levels of Diversity. ICANN (1) (2007)
Márjory C. C. Abreu, Anne M. P. Canuto
Evaluating the Influence of the Choice of the Ensemble Members in Some Fuzzy Combination Methods. IJCNN (2007)
Lucas M. Oliveira, Raul Benites Paradeda, Bruno M. Carvalho, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto
Particle Detection on Election Microscopy Micrographs Using Multi-Classifier Systems. HIS (2007)
Anne M. P. Canuto, André M. C. Campos, Valéria Maria S. Bezerra, Márjory C. C. Abreu
Investigating the use of a multi-agent system for knowledge discovery in databases. Int. J. Hybrid Intell. Syst. 4 (1) (2007)
Anne M. P. Canuto, Márjory C. C. Abreu, Lucas de Melo Oliveira, João Carlos Xavier Jr., Araken M. Santos
Investigating the influence of the choice of the ensemble members in accuracy and diversity of selection-based and fusion-based methods for ensembles. Pattern Recognit. Lett. 28 (4) (2007)
Diogo F. de Oliveira, Anne M. P. Canuto, Marcilio C. P. de Souto
Using an Evolutionary Agent-Based System for Classification Tasks. ISDA (2007)
Diogo F. de Oliveira, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto
Investigating the Use of an Evolutionary Agent-based System for Classification Tasks. IJCNN (2007)

Anne M. P. Canuto.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Anne M. P. Canuto