Deep Learning in Finance
This posting has recent publications about Deep Learning in Finance (e.g. stock market prediction)
Best regards,
Amund Tveit
| Year |
Title |
Author |
| 2016 |
Genetic deep neural networks using different activation functions for financial data mining |
LM Zhang |
| 2016 |
Computational Intelligence and Financial Markets: A Survey and Future Directions |
RC Cavalcante, RC Brasileiro, VLF Souza, JP Nobrega |
| 2016 |
Classification-based Financial Markets Prediction using Deep Neural Networks |
M Dixon, D Klabjan, JH Bang |
| 2016 |
Exploiting Twitter Moods to Boost Financial Trend Prediction Based on Deep Network Models |
Y Huang, K Huang, Y Wang, H Zhang, J Guan, S Zhou |
| 2016 |
Deep Learning in Finance |
J. B. Heaton, N. G. Polson, J. H. Witte |
| 2016 |
Deep Direct Reinforcement Learning for Financial Signal Representation and Trading. |
Y Deng, F Bao, Y Kong, Z Ren, Q Dai |
| 2015 |
Improving Decision Analytics with Deep Learning: The Case of Financial Disclosures |
R Fehrer, S Feuerriegel |
| 2015 |
An application of deep learning for trade signal prediction in financial markets |
AC Turkmen, AT Cemgil |
| 2015 |
Deep Learning for Multivariate Financial Time Series |
G BATRES |
| 2015 |
Deep Modeling Complex Couplings within Financial Markets |
W Cao, L Hu, L Cao |
| 2015 |
Leverage Financial News to Predict Stock Price Movements Using Word Embeddings and Deep Neural Networks |
Y Peng, H Jiang |
| 2014 |
GPU Implementation of a Deep Learning Network for Financial Prediction |
R Kumar, AK Cheema |
| 2016 |
Non-Conformity Detection in High-Dimensional Time Series of Stock Market Data |
A Kasuga, Y Ohsawa, T Yoshino, S Ashida |
| 2016 |
Artificial neural networks approach to the forecast of stock market price movements |
L Di Persio, O Honchar |
| 2016 |
Forecasting Trade Direction and Size of Future Contracts Using Deep Belief Network |
A Lai, MK Li, FW Pong |
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