Anne Magály de Paula Canuto

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 26

Top Topics

Classifier Ensemble

Labeled Instances

Confidence Values

Robust Detection

Top Venues

Publications

Arthur Medeiros, Arthur C. Gorgônio, Karliane M. Ovidio Vale, Flavius L. Gorgônio, Anne Magály de Paula Canuto
FlexCon-CE: A Semi-supervised Method with an Ensemble-Based Adaptive Confidence. BRACIS (3) (2023)
Jesaías Carvalho Pereira Silva, Anne Magály de Paula Canuto, Araken de Medeiros Santos
The Dynamic Selection of Combination Methods in Classifier Ensembles by Region of Competence. ICANN (9) (2023)
Marcilio De Oliveira Meira, Anne Magály de Paula Canuto, Bruno Motta de Carvalho, Roberto Levi Cavalcanti Jales
Evaluating Brain Regions That Characterize Attention Deficit/Hyperactivity Disorder Based on SPECT Images and Machine Learning Models. IJCNN (2022)
Cephas A. S. Barreto, Arthur Costa Gorgônio, João C. Xavier Junior, Anne Magály de Paula Canuto
Applying Efficient Selection Techniques of Unlabeled Instances for Wrapper-Based Semi-Supervised Methods. IEEE Access 10 (2022)
Karliane M. O. Vale, Arthur Costa Gorgônio, Flavius da Luz e Gorgônio, Anne Magály de Paula Canuto
An Efficient Approach to Select Instances in Self-Training and Co-Training Semi-Supervised Methods. IEEE Access 10 (2022)
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
An Efficient Drift Detection Module for Semi-supervised Data Classification in Non-stationary Environments. BRACIS (1) (2022)
Robercy Alves da Silva, Anne Magály de Paula Canuto, Cephas A. S. Barreto, João Carlos Xavier Junior
Automatic Recommendation Method for Classifier Ensemble Structure Using Meta-Learning. IEEE Access 9 (2021)
Yago N. Araújo, Karliane M. O. Vale, Flavius L. Gorgônio, Anne Magály de Paula Canuto, Arthur Costa Gorgônio, Cephas A. S. Barreto
A Data Stratification Process for Instances Selection Applied to Co-training Semi-supervised Learning Algorithm. IJCNN (2021)
André Carlos Ponce de Leon Ferreira de Carvalho, Anne Magály de Paula Canuto, Graçaliz Pereira Dimuro
Preface. Nat. Comput. 20 (4) (2021)
Leonardo Ramos Emmendorfer, Anne Magály de Paula Canuto
A generalized average linkage criterion for Hierarchical Agglomerative Clustering. Appl. Soft Comput. 100 (2021)
Alba Sandyra Bezerra Lopes, Anne Magály de Paula Canuto, Monica Magalhães Pereira
Regression Ensembles for Fast Design Space Exploration of Heterogeneous Hardware Designs. ICMLA (2020)
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
Two Novel Approaches for Automatic Labelling in Semi-Supervised Methods. IJCNN (2020)
Liliane R. da Silva, Heloina Alves Arnaldo, Huliane da Silva, Ronildo P. A. Moura, Benjamín R. C. Bedregal, Anne Magály de Paula Canuto
Two deterministic selection methods for the initial centers in fuzzy c-means based algorithms. Intell. Data Anal. 24 (4) (2020)
Karliane M. O. Vale, Flavius L. Gorgônio, Yago N. Araújo, Arthur C. Gorgônio, Anne Magály de Paula Canuto
A Co-Training-based Algorithm Using Confidence Values to Select Instances. IJCNN (2020)
Joris Guérin, Anne Magály de Paula Canuto, Luiz Marcos Garcia Gonçalves
Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering. CoRR (2020)
Joris Guérin, Anne Magály de Paula Canuto, Luiz Marcos Garcia Gonçalves
Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering. ICMLA (2020)
Arthur Costa Gorgônio, Anne Magály de Paula Canuto, Karliane M. O. Vale, Flavius L. Gorgônio
A Semi-supervised Based Framework for Data Stream Classification in Non-Stationary Environments. IJCNN (2020)
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
A Data Stratification Process for Instances Selection in Semi-Supervised Learning. IJCNN (2019)
Danilo Rodrigo Cavalcante Bandeira, Anne Magály de Paula Canuto, Márjory Cristiany Da Costa Abreu, Michael C. Fairhurst, Cheng Li, Diego Silveira Costa Nascimento
Investigating the Impact of Combining Handwritten Signature and Keyboard Keystroke Dynamics for Gender Prediction. BRACIS (2019)
Valdigleis S. Costa, Antonio Diego Silva Farias, Benjamín R. C. Bedregal, Regivan H. N. Santiago, Anne Magály de Paula Canuto
Combining Multiple Algorithms in Classifier Ensembles using Generalized Mixture Functions. CoRR (2018)
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
Automatic Adjustment of Confidence Values in Self-training Semi-supervised Method. IJCNN (2018)
Rômulo de Oliveira Nunes, Carine Azevedo Dantas, Anne Magály de Paula Canuto, João Carlos Xavier Junior
Dynamic Feature Selection for Classifier Ensembles. BRACIS (2018)
Valdigleis S. Costa, Antonio Diego Silva Farias, Benjamín R. C. Bedregal, Regivan H. N. Santiago, Anne Magály de Paula Canuto
Combining multiple algorithms in classifier ensembles using generalized mixture functions. Neurocomputing 313 (2018)
Robercy Alves da Silva, Anne Magály de Paula Canuto, João Carlos Xavier Junior, Teresa Bernarda Ludermir
Using Meta-learning in the Selection of the Combination Method of a Classifier Ensemble. IJCNN (2018)
Ana Carolina Lorena, Anne Magály de Paula Canuto
Interdisciplinary Data Analysis. New Gener. Comput. 36 (1) (2018)
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
A 3D serious game for medical students training in clinical cases. SeGAH (2016)
Anne Magály de Paula Canuto, Michael C. Fairhurst, Fernando Pintro
Ensemble systems and cancellable transformations for multibiometric-based identification. IET Biom. 3 (1) (2014)
Laura Emmanuella A. dos S. Santana, Anne Magály de Paula Canuto
Filter-based optimization techniques for selection of feature subsets in ensemble systems. Expert Syst. Appl. 41 (4) (2014)
Diego Silveira Costa Nascimento, Anne Magály de Paula Canuto, Ligia Maria Moura e Silva, André Luís Vasconcelos Coelho
Combining different ways to generate diversity in bagging models: An evolutionary approach. IJCNN (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)
Araken de Medeiros Santos, Anne Magály de Paula Canuto
Using ARTMAP-Based Ensemble Systems Designed by Three Variants of Boosting. ICANN (1) (2008)
Márjory C. C. Abreu, Anne Magály de Paula Canuto
An Experimental Study on the Importance of the Choice of the Ensemble Members in Fuzzy Combination Methods. ISDA (2007)
Benjamín René Callejas Bedregal, Regivan H. N. Santiago, Anne Magály de Paula Canuto
A normal form which preserves 1-tautologies and 0-contradictions in a class of residuum-based propositional fuzzy logics. FUZZ-IEEE (2004)