João Carlos Xavier Junior

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 7

Top Topics

Parameter Selection

Machine Learning

Base Classifiers

Evolutionary Algorithm

Top Venues

Knowl. Inf. Syst.

Publications

Robercy Alves da Silva, Anne Magály de Paula Canuto, Cephas A. S. Barreto, João Carlos Xavier Junior
Automatic Recommendation Method for Classifier Ensemble Structure Using Meta-Learning. IEEE Access 9 (2021)
Antonino Feitosa Neto, João Carlos Xavier Junior, Anne M. P. Canuto, Alexandre C. M. Oliveira
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) (2021)
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 (2020)
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) (2020)
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)
Rômulo de Oliveira Nunes, Carine Azevedo Dantas, Anne Magály de Paula Canuto, João Carlos Xavier Junior
Dynamic Feature Selection for Classifier Ensembles. BRACIS (2018)
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)