Karliane M. O. Vale

According to our database, Karliane M. O. Vale authored at least 15 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

Proceedings of the International Conference on Machine Learning and Applications, 2023

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

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

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

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

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021

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

Proceedings of the International Joint Conference on Neural Networks, 2021

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

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

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

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

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

Proceedings of the International Joint Conference on Neural Networks, 2019

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

Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018

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

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2012

ReinSel: A class-based mechanism for feature selection in ensemble of classifiers.

Anne M. P. Canuto, Karliane M. O. Vale, Antonino Feitosa Neto, Alberto Signoretti

Appl. Soft Comput., 2012

2010

Static and Dynamic Weights in Ensemble Systems Built by Class-Based Feature Selection Methods.

Karliane O. Vale, Antonino Feitosa Neto, Anne M. P. Canuto, Filipe G. Dias

Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010

Using a reinforcement-based feature selection method in Classifier Ensemble.

Karliane O. Vale, Antonino Feitosa Neto, Anne M. P. Canuto

Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010

A comparative analysis of genetic algorithm and ant colony optimization to select attributes for an heterogeneous ensemble of classifiers.

Laura Emmanuella A. Santana, Ligia Silva, Anne M. P. Canuto, Fernando Pintro, Karliane O. Vale

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2008

A Class-Based Feature Selection Method for Ensemble Systems.

Karliane M. O. Vale, Filipe G. Dias, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008