An unsupervised-based dynamic feature selection for classification tasks. - Rômulo de O. Nunes; Carine A. Dantas; Anne M. P. Canuto; João C. Xavier Junior (IJCNN, 2016)

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. (BRACIS, 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 (ICANN (2), 2017)

Dynamic Feature Selection for Classifier Ensembles. - Rômulo de Oliveira Nunes; Carine Azevedo Dantas; Anne Magály de Paula Canuto; João Carlos Xavier Junior (BRACIS, 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. (IJCNN, 2018)

Gradual Complex Numbers and Their Application for Performance Evaluation Classifiers. - Emmanuelly L. Souza; Regivan H. N. Santiago; Anne M. P. Canuto; Rômulo de O. Nunes (IEEE Trans. Fuzzy Syst., 2018)

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 (BRACIS, 2019)

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. (ICMLA, 2020)

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 (ICMLA, 2022)