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Wilfredo Tovar

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#machine learning Aug 2020

Deep Learning Based on Generative Adversarial and Convolutional Neural Networks for Financial Time Series Predictions

This paper proposes the implementation of a generative adversarial network (GAN), which is composed by a bi-directional Long short-term memory (LSTM) and convolutional neural network(CNN) referred as Bi-L STM-CNN to generate synthetic data that agree with existing real financial data so the features of stocks with posi...

Wilfredo Tovar · arXiv.org · 8 citations