144 citations · 175 across the 16 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.NE2019★ 6 cited
Classification of EEG Signals using Genetic Programming for Feature Construction
Icaro Marcelino Miranda, Claus Aranha, Marcelo Ladeira
The analysis of electroencephalogram (EEG) waves is of critical importance for the diagnosis of sleep disorders, such as sleep apnea and insomnia, besides that, seizures, epilepsy,…
cs.LG2019★ 144 cited
Data Augmentation Using GANs
Fabio Henrique Kiyoiti dos Santos Tanaka, Claus Aranha
In this paper we propose the use of Generative Adversarial Networks (GAN) to generate artificial training data for machine learning tasks. The generation of artificial training dat…