Antônio P. Braga

Learning from Imbalanced Data Sets with Weighted Cross-Entropy Function

Yuri Sousa Aurelio, Gustavo Almeida, Cristiano Leite de Castro et al. · Neural Processing Letters · 2019 · 253 citations

Data Classification, Imbalanced Data Sets, Engineering +8

Novel Cost-Sensitive Approach to Improve the Multilayer Perceptron Performance on Imbalanced Data

Cristiano Leite de Castro, Antônio P. Braga · IEEE Transactions on Neural Networks and Learning Systems · 2013 · 235 citations

Engineering, Machine Learning, Novel Cost-sensitive Approach +17

Shifts in plant respiration and carbon use efficiency at a large‐scale drought experiment in the eastern Amazon

Daniel B. Metcalfe, Patrick Meir, Luiz E. O. C. Aragão et al. · New Phytologist · 2010 · 155 citations

Evaluating five different adaptive decomposition methods for EEG signal seizure detection and classification

Vinícius Rezende Carvalho, Márcio Flávio Dutra Moraes, Antônio P. Braga et al. · Biomedical Signal Processing and Control · 2020 · 132 citations

Neurophysiology, Computational Neuroscience, Eeg Signal Processing +11

SVM-KM: speeding SVMs learning with a priori cluster selection and k-means

Marcelo Barros de Almeida, Antônio P. Braga, J. P. Braga · 2002 · 129 citations

Priori Cluster Selection, Speeding Svms Learning, Engineering +20