Deep Learning Publication Navigator - subtopic: financial


Year TitleAuthor
2017   A Deep Learning Based Natural Language Conversation System: Studies on Financial Datasets  TA Lin
2017   Smart collection of data for financial instruments  II Kholod, MS Efimova
2017   Machine Learning and Financial Planning  JM Mulvey 
2017   Deep Learning Bank Distress from News and Numerical Financial Data  P Cerchiello, G Nicola, S Rönnqvist, P Sarlin
2017   Financial Time Series Prediction Using Deep Learning  A Navon, Y Keller 
2017   A deep learning framework for financial time series using stacked autoencoders and long-short term memory.  W Bao, J Yue, Y Rao
2017   Financial Series Prediction: Comparison Between Precision of Time Series Models and Machine Learning Methods  XY Qian, S Gao
2017   Financial time series forecasting using conditional Restricted Boltzmann Machine  KC Lai
2017   Financial Time Series Prediction using Hybrids of Chaos Theory, Multi-Layer Perceptron and Multi-objective Evolutionary Algorithms  V Ravi, D Pradeepkumar, K Deb
2017   … the Black Box of Financial AI with CLEAR-Trade: A CLass-Enhanced Attentive Response Approach for Explaining and Visualizing Deep Learning-Driven Stock Market …  D Kumar, GW Taylor, A Wong
2017   A deep learning framework for financial time series using stacked autoencoders and long-short term memory  W Bao, J Yue, Y Rao
2017   Decision support from financial disclosures with deep neural networks and transfer learning  M Kraus, S Feuerriegel 
2017   Deep learning with long short-term memory networks for financial market predictions  T Fischer, C Krauß
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   Classiffication-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   Optimal Capital Structure in Depository Financial Institutions  C Braathen, AD Sandbu, F Solbakk
2016   Deep Direct Reinforcement Learning for Financial Signal Representation and Trading.  Y Deng, F Bao, Y Kong, Z Ren, Q Dai
2016   Automated algorithmic trading: machine learning and agent-based modelling in complex adaptive financial markets  A Booth
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
2014   What is the Experience of Perceived Financial Hardship on Mature Students' Social and Academic Integration?  D Creedon