João Carlos Xavier Jr.

19 papers B 5C 4Misc 1Journal 4Unranked 5
YearRankTypeTitle / Venue / Authors
2020 — conf
A Distance-Weighted Selection of Unlabelled Instances for Self-training and Co-training Semi-supervised Methods.
BRACIS (2)
Cephas A. S. Barreto, Arthur C. Gorgônio, Anne M. P. Canuto, João Carlos Xavier Jr.
2020 C conf
An Investigation of Dynamic Feature Selection Methods Applied to Classifier Ensembles.
ICMLA
Rômulo de O. Nunes, Carine A. Dantas, Anne M. P. Canuto, João Carlos Xavier Jr.
2018 B conf
Evaluating the Dynamicity of Feature and Individual Classifiers Selection in Ensembles of Classifiers.
IJCNN
Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João Carlos Xavier Jr.
2018 J jnl
Hybrid Metaheuristics to the Automatic Selection of Features and Members of Classifier Ensembles.
Inf.
Antonino Feitosa Neto, Anne M. P. Canuto, João Carlos Xavier Jr.
2017 — conf
Investigating the Impact of Similarity Metrics in an Unsupervised-Based Feature Selection Method.
BRACIS
Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João Carlos Xavier Jr.
2016 — conf
Cluster Ensembles Optimization Using Coral Reefs Optimization Algorithm.
ICANN (2)
Huliane M. Silva, Anne M. P. Canuto, Inácio Gomes Medeiros, João Carlos Xavier Jr.
2015 B conf
An analysis of diversity measures for the dynamic design of ensemble of classifiers.
IJCNN
Jose Augusto S. Lustosa Filho, Anne M. P. Canuto, João Carlos Xavier Jr.
2015 B conf
Applying the Coral Reefs Optimization algorithm to clustering problems.
IJCNN
Inácio Gomes Medeiros, João Carlos Xavier Jr., Anne M. P. Canuto
2013 B conf
A comparative analysis of dissimilarity measures for clustering categorical data.
IJCNN
João Carlos Xavier Jr., Anne M. P. Canuto, Noriedson D. Almeida, Luiz Marcos Garcia Gonçalves
2013 B conf
Characterization measures of ensemble systems using a meta-learning approach.
IJCNN
Regina R. Parente, Anne M. P. Canuto, João Carlos Xavier Jr.
2010 Misc conf
Web log data clustering for a multi-agent recommendation system.
ICMLC
João Carlos Xavier Jr., Alex Alves Freitas, Anne M. P. Canuto, Luiz Marcos Gonçalves
2008 C conf
Accuracy and Diversity in Ensemble Systems Composed of ARTMAP-Based Models.
HIS
Araken M. Santos, Anne M. P. Canuto, João Carlos Xavier Jr.
2008 J jnl
An analysis of data distribution in the ClassAge system: An agent-based system for classification tasks.
Neurocomputing
Anne M. P. Canuto, Laura Emmanuella A. Santana, Márjory C. C. Abreu, João Carlos Xavier Jr.
2008 — conf
Applying Static and Dynamic Weight Measures in Ensemble Systems.
SBRN
Raul Benites Paradeda, João Carlos Xavier Jr., Anne M. P. Canuto
2008 — conf
Using Feature Distribution Methods in Ensemble Systems Combined by Fusion and Selection-Based Methods.
ICANN (1)
Laura Emmanuella A. Santana, Anne M. P. Canuto, João Carlos Xavier Jr.
2007 J jnl
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.
Anne M. P. Canuto, Márjory C. C. Abreu, Lucas de Melo Oliveira, João Carlos Xavier Jr., Araken M. Santos
2006 C conf
A Comparative Analysis of Data Distribution Methods in an Agent-Based Neural System for Classification Tasks.
HIS
Laura Emmanuella A. Santana, Anne M. P. Canuto, João Carlos Xavier Jr., André Mauricio Campos
2006 J jnl
Using weighted dynamic classifier selection methods in ensembles with different levels of diversity.
Int. J. Hybrid Intell. Syst.
Anne M. P. Canuto, Diogo Fagundes, Márjory C. C. Abreu, João Carlos Xavier Jr.
2005 C conf
Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles.
HIS
Anne M. P. Canuto, Lucas de Melo Oliveira, João Carlos Xavier Jr., Araken M. Santos, Márjory C. C. Abreu