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 · 265 citations

Computing, Computer Science, Data Science +14

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 · 240 citations

Computing, Computer Engineering, Computer Science +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 · 160 citations · Full text

Life Sciences, Ecology, Plant Biology +17

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 · 137 citations

Engineering, Electrical Engineering, Neuroscience +14

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

Marcelo Barros de Almeida, Antônio P. Braga, J. P. Braga · 2002 · 130 citations

Computing, Computer Science, Data Mining +14