Carine A. Dantas

According to our database, Carine A. Dantas authored at least 9 papers between 2016 and 2022.

Collaborative distances:

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

2022

An exploratory analysis of a dynamic ensemble structure using an automatic decision process.

Carine A. Dantas, Anne M. P. Canuto, João C. Xavier Junior, Rômulo de Oliveira Nunes

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2020

An Investigation of Dynamic Feature Selection Methods Applied to Classifier Ensembles.

Rômulo de O. Nunes, Carine A. Dantas, Anne M. P. Canuto, João Carlos Xavier Jr.

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019

Instance Hardness as a Decision Criterion on Dynamic Ensemble Structure.

Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João C. Xavier Junior

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Evaluating the Dynamicity of Feature and Individual Classifiers Selection in Ensembles of Classifiers.

Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João Carlos Xavier Jr.

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

Dynamic Feature Selection for Classifier Ensembles.

Rômulo de Oliveira Nunes, Carine Azevedo Dantas, Anne Magály de Paula Canuto, João Carlos Xavier Junior

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017

Multiobjective Optimization Techniques for Selecting Important Metrics in the Design of Ensemble Systems.

Antonino Feitosa Neto, Anne M. P. Canuto, Carine A. Dantas

Comput. Intell., 2017

Dynamic Feature Selection Based on Clustering Algorithm and Individual Similarity.

Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João C. Xavier Junior

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

Investigating the Impact of Similarity Metrics in an Unsupervised-Based Feature Selection Method.

Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João Carlos Xavier Jr.

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

2016

An unsupervised-based dynamic feature selection for classification tasks.

Rômulo de O. Nunes, Carine A. Dantas, Anne M. P. Canuto, João C. Xavier Junior

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016