Carine A. Dantas

According to our database1, Carine A. Dantas authored at least 9 papers between 2016 and 2022.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

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Links

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Bibliography

2022
An exploratory analysis of a dynamic ensemble structure using an automatic decision process.
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.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019
Instance Hardness as a Decision Criterion on Dynamic Ensemble Structure.
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018
Evaluating the Dynamicity of Feature and Individual Classifiers Selection in Ensembles of Classifiers.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Dynamic Feature Selection for Classifier Ensembles.
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017
Multiobjective Optimization Techniques for Selecting Important Metrics in the Design of Ensemble Systems.
Comput. Intell., 2017

Dynamic Feature Selection Based on Clustering Algorithm and Individual Similarity.
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.
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

2016
An unsupervised-based dynamic feature selection for classification tasks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016


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