Cephas A. S. Barreto

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 11

Top Topics

Unlabeled Instances

Optimization Approaches

Classifier Ensemble

Supervised Methods

Top Venues

Publications

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)
Arthur C. Gorgônio, Cephas A. S. Barreto, Song Jong Márcio Simioni da Costa, Anne Magály de Paula Canuto, Karliane M. O. Vale, Flavius L. Gorgônio
An Efficient Drift Detection Module for Semi-supervised Data Classification in Non-stationary Environments. BRACIS (1) (2022)
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)
Yago N. Araújo, Karliane M. O. Vale, Flavius L. Gorgônio, Anne Magály de Paula Canuto, Arthur Costa Gorgônio, Cephas A. S. Barreto
A Data Stratification Process for Instances Selection Applied to Co-training Semi-supervised Learning Algorithm. IJCNN (2021)
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)
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)
Samuel da Silva Oliveira, Guilherme Eglé P. Lima Silva, Arthur C. Gorgônio, Cephas A. S. Barreto, Anne M. P. Canuto, Bruno M. Carvalho
Team Recommendation for the Pokémon GO Game Using Optimization Approaches. SBGames (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)
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)
Gibeon S. Aquino Jr., Cíicero Alves da Silva, Itamir M. B. Filho, Dênis R. S. Pinheiro, Paulo H. Q. Lopes, Cephas A. S. Barreto, Anderson P. N. Silva, Renan O. Silva, Thalyson L. G. Souza, Tyrone M. Damasceno
QueueWe: An IoT-Based Solution for Queue Monitoring. ICCSA (1) (2017)
Antonino Feitosa Neto, Anne M. P. Canuto, João C. Xavier, Cephas A. S. Barreto
A multi-agent metaheuristic hybridization to the automatic design of ensemble systems. IJCNN (2017)