Carine A. Dantas

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 8

Top Topics

Individual Classifiers

Supervised And Unsupervised Learning

Similarity Metric

Classifier Ensemble

Top Venues

Publications

Carine A. Dantas, Anne M. P. Canuto, João C. Xavier Junior, Rômulo de Oliveira Nunes
An exploratory analysis of a dynamic ensemble structure using an automatic decision process. ICMLA (2022)
Rômulo de O. Nunes, Carine A. Dantas, Anne M. P. Canuto, João Carlos Xavier Jr.
An Investigation of Dynamic Feature Selection Methods Applied to Classifier Ensembles. ICMLA (2020)
Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João C. Xavier Junior
Instance Hardness as a Decision Criterion on Dynamic Ensemble Structure. BRACIS (2019)
Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João Carlos Xavier Jr.
Evaluating the Dynamicity of Feature and Individual Classifiers Selection in Ensembles of Classifiers. IJCNN (2018)
Antonino Feitosa Neto, Anne M. P. Canuto, Carine A. Dantas
Multiobjective Optimization Techniques for Selecting Important Metrics in the Design of Ensemble Systems. Comput. Intell. 33 (1) (2017)
Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João Carlos Xavier Jr.
Investigating the Impact of Similarity Metrics in an Unsupervised-Based Feature Selection Method. BRACIS (2017)
Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João C. Xavier Junior
Dynamic Feature Selection Based on Clustering Algorithm and Individual Similarity. ICANN (2) (2017)
Rômulo de O. Nunes, Carine A. Dantas, Anne M. P. Canuto, João C. Xavier Junior
An unsupervised-based dynamic feature selection for classification tasks. IJCNN (2016)