João C. Xavier Junior

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 8

Top Topics

Supervised Methods

Cluster Ensemble

Evolutionary Algorithm

Feature Selection

Top Venues

Publications

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)
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)
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)
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) (2020)
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)
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)
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)
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)
Anne M. P. Canuto, Fernando Pintro, João C. Xavier Junior
Investigating fusion approaches in multi-biometric cancellable recognition. Expert Syst. Appl. 40 (6) (2013)
João C. Xavier Junior, Anne M. P. Canuto, Luiz M. G. Gonçalves, Luiz A. H. G. de Oliveira
New Approach for Clustering Relational Data Based on Relationship and Attribute Information. ICANN (2) (2012)
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) (2011)
João C. Xavier Junior, Anne M. P. Canuto, Alex Alves Freitas, Luiz M. G. Gonçalves, Carlos Nascimento Silla Jr.
A hierarchical approach to represent relational data applied to clustering tasks. IJCNN (2011)
João C. Xavier Junior, Alberto Signoretti, Anne M. P. Canuto, André M. C. Campos, Luiz Marcos Gonçalves, Sérgio V. Fialho
Introducing Affective Agents in Recommendation Systems Based on Relational Data Clustering. DEXA (2) (2011)
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)