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João Carlos Xavier Jr.
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2020 – today
- 2022
- [j13]Cephas A. S. Barreto
, Arthur Costa Gorgônio
Applying Efficient Selection Techniques of Unlabeled Instances for Wrapper-Based Semi-Supervised Methods. IEEE Access 10: 43535-43551 (2022) - [c30]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: 872-875 - [e2]João Carlos Xavier Junior
Intelligent Systems - 11th Brazilian Conference, BRACIS 2022, Campinas, Brazil, November 28 - December 1, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13653, Springer 2022, ISBN 978-3-031-21685-5 [contents] - [e1]João Carlos Xavier Junior
Intelligent Systems - 11th Brazilian Conference, BRACIS 2022, Campinas, Brazil, November 28 - December 1, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13654, Springer 2022, ISBN 978-3-031-21688-6 [contents] - 2021
- [j12]Robercy Alves da Silva
Automatic Recommendation Method for Classifier Ensemble Structure Using Meta-Learning. IEEE Access 9: 106254-106268 (2021) - [j11]Antonino Feitosa Neto, João Carlos Xavier Junior
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): 805-819 (2021) - 2020
- [j10]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): 1229-1253 (2020) - [j9]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): 515-532 (2020) - [j8]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: 1-18 (2020) - [c29]Cephas A. S. Barreto
A Distance-Weighted Selection of Unlabelled Instances for Self-training and Co-training Semi-supervised Methods. BRACIS (2) 2020: 352-366 - [c28]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: 535-538 - [c27]Cephas A. S. Barreto
Two Novel Approaches for Automatic Labelling in Semi-Supervised Methods. IJCNN 2020: 1-8
2010 – 2019
- 2019
- [c26]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: 108-113 - [c25]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: 323-328 - 2018
- [j7]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): 268 (2018) - [c24]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: 462-467 - [c23]Rômulo de Oliveira Nunes, Carine Azevedo Dantas, Anne Magály de Paula Canuto, João Carlos Xavier Junior:
Dynamic Feature Selection for Classifier Ensembles. BRACIS 2018: 468-473 - [c22]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: 1-8 - [c21]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: 1-8 - 2017
- [c20]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: 55-60 - [c19]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: 467-474 - [c18]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: 3967-3974 - 2016
- [c17]Huliane M. Silva, Anne M. P. Canuto, Inácio Gomes Medeiros
A Bio-inspired Optimization Technique for Cluster Ensembles Optimization. BRACIS 2016: 253-258 - [c16]Huliane M. Silva, Anne M. P. Canuto, Inácio Gomes Medeiros
Cluster Ensembles Optimization Using Coral Reefs Optimization Algorithm. ICANN (2) 2016: 275-282 - [c15]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: 4213-4220 - 2015
- [c14]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: 1-8 - [c13]Inácio Gomes Medeiros
Applying the Coral Reefs Optimization algorithm to clustering problems. IJCNN 2015: 1-8 - 2013
- [j6]Anne M. P. Canuto, Fernando Pintro, João C. Xavier Junior:
Investigating fusion approaches in multi-biometric cancellable recognition. Expert Syst. Appl. 40(6): 1971-1980 (2013) - [c12]Regina R. Parente, Anne M. P. Canuto, João Carlos Xavier Jr.:
Characterization measures of ensemble systems using a meta-learning approach. IJCNN 2013: 1-8 - [c11]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: 1-8 - 2012
- [c10]João C. Xavier Junior, Anne M. P. Canuto, Luiz M. G. Gonçalves
New Approach for Clustering Relational Data Based on Relationship and Attribute Information. ICANN (2) 2012: 451-458 - 2011
- [j5]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): 143-154 (2011) - [c9]João C. Xavier Junior, Alberto Signoretti, Anne M. P. Canuto, André M. C. Campos, Luiz Marcos Gonçalves
Introducing Affective Agents in Recommendation Systems Based on Relational Data Clustering. DEXA (2) 2011: 303-310 - [c8]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: 97-100 - [c7]João C. Xavier Junior, Anne M. P. Canuto, Alex Alves Freitas, Luiz M. G. Gonçalves
A hierarchical approach to represent relational data applied to clustering tasks. IJCNN 2011: 3055-3062 - 2010
- [j4]João C. Xavier, Paulo C. Rech:
Regular and Chaotic Dynamics of the Lorenz-Stenflo System. Int. J. Bifurc. Chaos 20(1): 145-152 (2010) - [c6]João Carlos Xavier Jr., Alex Alves Freitas
Web log data clustering for a multi-agent recommendation system. ICMLC 2010: 471-476
2000 – 2009
- 2008
- [j3]Anne M. P. Canuto, Laura Emmanuella A. Santana
An analysis of data distribution in the ClassAge system: An agent-based system for classification tasks. Neurocomputing 71(16-18): 3319-3325 (2008) - [c5]Araken M. Santos, Anne M. P. Canuto, João Carlos Xavier Jr.:
Accuracy and Diversity in Ensemble Systems Composed of ARTMAP-Based Models. HIS 2008: 392-397 - [c4]Laura Emmanuella A. Santana
Using Feature Distribution Methods in Ensemble Systems Combined by Fusion and Selection-Based Methods. ICANN (1) 2008: 245-254 - [c3]Raul Benites Paradeda
Applying Static and Dynamic Weight Measures in Ensemble Systems. SBRN 2008: 45-50 - 2007
- [j2]Anne M. P. Canuto, Márjory C. C. Abreu
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): 472-486 (2007) - 2006
- [j1]Anne M. P. Canuto, Diogo Fagundes, Márjory C. C. Abreu, João Carlos Xavier Jr.:
Using weighted dynamic classifier selection methods in ensembles with different levels of diversity. Int. J. Hybrid Intell. Syst. 3(3): 147-158 (2006) - [c2]Laura Emmanuella A. Santana, Anne M. P. Canuto, João Carlos Xavier Jr., André M. C. Campos:
A Comparative Analysis of Data Distribution Methods in an Agent-Based Neural System for Classification Tasks. HIS 2006: 9 - 2005
- [c1]Anne M. P. Canuto, Lucas de Melo Oliveira, João Carlos Xavier Jr., Araken M. Santos, Márjory C. C. Abreu
Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles. HIS 2005: 285-290
Coauthor Index
aka: Anne Magály de Paula Canuto
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