Carine A. Dantas

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

Anne M. P. Canuto, Carine A. Dantas, Rômulo de O. Nunes, 2017, 2017 Brazilian Conference on Intelligent Systems (BRACIS).

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

Anne M. P. Canuto, Carine A. Dantas, Antonino Feitosa Neto, 2017, Comput. Intell..

An unsupervised-based dynamic feature selection for classification tasks

Anne M. P. Canuto, Carine A. Dantas, Rômulo de O. Nunes, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Dynamic Feature Selection Based on Clustering Algorithm and Individual Similarity

Anne M. P. Canuto, Carine A. Dantas, Rômulo de O. Nunes, 2017, ICANN.

Instance Hardness as a Decision Criterion on Dynamic Ensemble Structure

Anne M. P. Canuto, Carine A. Dantas, João Carlos Xavier, 2019, 2019 8th Brazilian Conference on Intelligent Systems (BRACIS).

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

Anne M. P. Canuto, Carine A. Dantas, Rômulo de O. Nunes, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Dynamic Feature Selection for Classifier Ensembles

Anne M. P. Canuto, Carine A. Dantas, Rômulo de Oliveira Nunes, 2018, BRACIS.

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

Carine A. Dantas, J. C. Xavier, R. Nunes, 2022, 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA).

An Investigation of Dynamic Feature Selection Methods Applied to Classifier Ensembles

Carine A. Dantas, A. Canuto, J. C. Xavier, 2020, 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA).