Cristiano Leite de Castro

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

Evolving clustering algorithm based on mixture of typicalities for stream data mining

José Everardo Bessa Maia, Carlos Alberto Severiano, Frederico Gadelha Guimarães et al. · Future Generation Computer Systems · 2020 · 48 citations

Evolutionary Data Mining, Cluster Computing, Engineering +9

A comparison of cycle spinning versus stationary wavelet transform for the extraction of features of partial discharge signals

Hilton de Oliveira Mota, Flávio Henrique Vasconcelos, Cristiano Leite de Castro · IEEE Transactions on Dielectrics and Electrical Insulation · 2016 · 23 citations

Condition Monitoring, Electrical Engineering, Partial Discharge +13

An Incremental Learning Approach Using Long Short-Term Memory Neural Networks

Álvaro C. Lemos Neto, Rodrigo A. Coelho, Cristiano Leite de Castro · Journal of Control Automation and Electrical Systems · 2022 · 19 citations

Artificial Intelligence, Incremental Learning, Engineering +8