João Carlos Xavier Jr.

Publication Activity (10 Years)

Years Active: 2005-2020
Publications (10 Years): 8

Top Topics

Automatic Selection

Optimization Algorithm

Similarity Metric

Classifier Ensemble

Top Venues

Publications

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)
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)
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)
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)
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)
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)
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)
Regina R. Parente, Anne M. P. Canuto, João Carlos Xavier Jr.
Characterization measures of ensemble systems using a meta-learning approach. 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)
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, Anne M. P. Canuto, João Carlos Xavier Jr.
Accuracy and Diversity in Ensemble Systems Composed of ARTMAP-Based Models. HIS (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)
Raul Benites Paradeda, João Carlos Xavier Jr., Anne M. P. Canuto
Applying Static and Dynamic Weight Measures in Ensemble Systems. SBRN (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)
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)
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)
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) (2006)
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)