João C. Xavier Junior

14 papers B 3C 1Journal 4Unranked 6
YearRankTypeTitle / Venue / Authors
2022 C conf
An exploratory analysis of a dynamic ensemble structure using an automatic decision process.
ICMLA
Carine A. Dantas, Anne M. P. Canuto, João C. Xavier Junior, Rômulo de Oliveira Nunes
2022 J jnl
Applying Efficient Selection Techniques of Unlabeled Instances for Wrapper-Based Semi-Supervised Methods.
IEEE Access
Cephas A. S. Barreto, Arthur Costa Gorgônio, João C. Xavier Junior, Anne Magály de Paula Canuto
2020 J jnl
Population-based bio-inspired algorithms for cluster ensembles optimization.
Nat. Comput.
Anne M. P. Canuto, Antonino Feitosa Neto, Huliane M. Silva, João C. Xavier Junior, Cephas A. S. Barreto
2020 B conf
Two Novel Approaches for Automatic Labelling in Semi-Supervised Methods.
IJCNN
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
2019 — conf
Instance Hardness as a Decision Criterion on Dynamic Ensemble Structure.
BRACIS
Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João C. Xavier Junior
2018 — conf
A Novel Evolutionary Algorithm for Automated Machine Learning Focusing on Classifier Ensembles.
BRACIS
João C. Xavier Junior, Alex Alves Freitas, Antonino Feitosa Neto, Teresa Bernarda Ludermir
2017 — conf
Dynamic Feature Selection Based on Clustering Algorithm and Individual Similarity.
ICANN (2)
Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João C. Xavier Junior
2016 B conf
An unsupervised-based dynamic feature selection for classification tasks.
IJCNN
Rômulo de O. Nunes, Carine A. Dantas, Anne M. P. Canuto, João C. Xavier Junior
2013 J jnl
Investigating fusion approaches in multi-biometric cancellable recognition.
Expert Syst. Appl.
Anne M. P. Canuto, Fernando Pintro, João C. Xavier Junior
2012 — conf
New Approach for Clustering Relational Data Based on Relationship and Attribute Information.
ICANN (2)
João C. Xavier Junior, Anne M. P. Canuto, Luiz M. G. Gonçalves, Luiz A. H. G. de Oliveira
2011 B conf
A hierarchical approach to represent relational data applied to clustering tasks.
IJCNN
João C. Xavier Junior, Anne M. P. Canuto, Alex Alves Freitas, Luiz M. G. Gonçalves, Carlos Nascimento Silla Jr.
2011 J jnl
Classifier ensembles and optimization techniques to improve the performance of cancellable fingerprint.
Int. J. Hybrid Intell. Syst.
Anne M. P. Canuto, Michael C. Fairhurst, Fernando Pintro, João C. Xavier Junior, Antonino Feitosa Neto, Luiz Marcos Garcia Gonçalves
2011 — conf
Introducing Affective Agents in Recommendation Systems Based on Relational Data Clustering.
DEXA (2)
João C. Xavier Junior, Alberto Signoretti, Anne M. P. Canuto, André Mauricio Campos, Luiz Marcos Gonçalves, Sérgio V. Fialho
2011 — conf
Using an Affective Attention Focus for Improving the Reasoning Process and Behavior of Intelligent Agents.
IAT
Alberto Signoretti, Antonino Feitosa Neto, André Mauricio Campos, Anne M. P. Canuto, João C. Xavier Junior, Sérgio V. Fialho