Rômulo de O. Nunes

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 7

Top Topics

Drifting Concepts

Individual Classifiers

Similarity Metric

Classifier Ensemble

Top Venues

IEEE Trans. Fuzzy Syst.

Publications

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)
Emmanuelly L. Souza, Regivan H. N. Santiago, Anne M. P. Canuto, Rômulo de O. Nunes
Gradual Complex Numbers and Their Application for Performance Evaluation Classifiers. IEEE Trans. Fuzzy Syst. 26 (2) (2018)
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)