Parallel self-organizing maps with application in clustering distributed data. - Flavius L. Gorgônio; José Alfredo F. Costa (IJCNN, 2008)

Automatic Adjustment of Confidence Values in Self-training Semi-supervised Method. - Karliane M. Ovidio Vale; Anne Magály de Paula Canuto; Araken de Medeiros Santos; Flavius da Luz e Gorgônio; Alan de M. Tavares; Arthur C. Gorgônio; Cainan T. Alves (IJCNN, 2018)

Um Estudo Comparativo entre Algoritmos de Proteção da Privacidade Aplicado à Bases de Dados na Área de Saúde. - Francimaria Nascimento; Karliane O. Vale; Flavius L. Gorgônio (SBBD, 2018)

A Data Stratification Process for Instances Selection in Semi-Supervised Learning. - Karliane M. O. Vale; Anne Magály de Paula Canuto; Flavius L. Gorgônio; Amarildo J. F. de Lucena; Cainan T. Alves; Arthur C. Gorgônio; Araken M. Santos (IJCNN, 2019)

Location-Allocation of Police Vehicles under a Multi-period Perspective. - Amarildo J. F. de Lucena; Silvana Bocanegra; Flavius L. Gorgônio (SBSI, 2019)

A Semi-supervised Based Framework for Data Stream Classification in Non-Stationary Environments. - Arthur Costa Gorgônio; Anne Magály de Paula Canuto; Karliane M. O. Vale; Flavius L. Gorgônio (IJCNN, 2020)

A Co-Training-based Algorithm Using Confidence Values to Select Instances. - Karliane M. O. Vale; Flavius L. Gorgônio; Yago N. Araújo; Arthur C. Gorgônio; Anne Magály de Paula Canuto (IJCNN, 2020)

A Data Stratification Process for Instances Selection Applied to Co-training Semi-supervised Learning Algorithm. - Yago N. Araújo; Karliane M. O. Vale; Flavius L. Gorgônio; Anne Magály de Paula Canuto; Arthur Costa Gorgônio; Cephas A. S. Barreto (IJCNN, 2021)

An Efficient Drift Detection Module for Semi-supervised Data Classification in Non-stationary Environments. - 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 (BRACIS (1), 2022)

An Efficient Approach to Select Instances in Self-Training and Co-Training Semi-Supervised Methods. - Karliane M. O. Vale; Arthur Costa Gorgônio; Flavius da Luz e Gorgônio; Anne Magály de Paula Canuto (IEEE Access, 2022)

FlexCon-CE: A Semi-supervised Method with an Ensemble-Based Adaptive Confidence. - Arthur Medeiros; Arthur C. Gorgônio; Karliane M. Ovidio Vale; Flavius L. Gorgônio; Anne Magály de Paula Canuto (BRACIS (3), 2023)

Two Efficient Training Strategies for DyDaSL: A Dynamic Data Stream Learner Framework with Semi-Supervised Learning. - Arthur C. Gorgônio; Anne M. P. Canuto; Arthur Medeiros; Karliane M. O. Vale; Flavius L. Gorgônio (ICMLA, 2023)