1 |
Lee, C. and Soo, V., "Predict Stock Price with Financial News Based on Recurrent Convolutional Neural Networks," 2017 Conference on Technologies and Applications of Artificial Intelligence (TAAI), pp. 160-165, 2017.
|
2 |
Peng, Y. and Jiang, H., "Leverage financial news to predict stock price movements using word embeddings and deep neural networks," in Proc. NAACL-HLT. San Diego, CA, USA: Association for Computational Linguistics, pp. 374-379, 2016.
|
3 |
Zhang, Z., Zohren, S., and Roberts, S., "DeepLOB: Deep convolutional neural networks for limit order books," IEEE Transactions on Signal Processing, Vol. 67, No. 11, pp. 3001-3012, 2019.
DOI
|
4 |
Bao, W., Yue, J., and Rao, Y., "A deep learning framework for financial time series using stacked autoencoders and longshort term memory," PLOS ONE, Vol. 12, No. 7, 2017.
|
5 |
Vargas, M. R., de Lima, B. S. L. P., and Evsukoff, A. G., "Deep learning for stock market prediction from financial news articles," 2017 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), pp. 60-65, 2017.
|
6 |
Li, X., Xie, H., Chen, L., Wang, J., and Deng, X., "News impact on stock price return via sentiment analysis," Knowledge-Based Systems, Vol. 69, pp. 14-23, 2014.
|
7 |
Tsantekidis, A., Passalis, N., Tefas, A., Kanniainen, J., Gabbouj, M., and Iosifidis, A., "Using deep learning to detect price change indications in financial markets," 2017 25th European Signal Processing Conference (EUSIPCO), pp. 2511-2515, 2017.
|
8 |
Akita, R., Yoshihara, A., Matsubara, T., and Uehara, K., "Deep learning for stock prediction using numerical and textual information," 2016 IEEE/ACIS 15th International Conference on Computer and Information Science (ICIS), pp. 1-6, 2016.
|
9 |
Kim, M., Ryu, J., Cha, D., and Sim, M. K., "Stock price prediction using sentiment analysis: From 'stock discussion room' in Naver," The Journal of Society for e-Business Studies, Vol. 25, No. 4, pp. 61-75, 2020.
|
10 |
Lavrenko, V., Schmill, M., Lawrie, D., Ogilvie, P., Jensen, D., and Allan, J., "Mining of concurrent text and time series," In KDD-2000 Workshop on Text Mining, pp. 37-44, 2000.
|
11 |
Nasdaq TotalView-ITCH, https://www.nasdaqtrader.com/Trader.aspx?id=Totalview2.
|
12 |
Ryoo, E., Kim, C., and Lee, K. Y., "Deep learning-based stock price prediction using limit order books and News Headlines," Annual Conference of KIPS (ACK) 2021, pp. 541-544, 2021.
|
13 |
W. Jiang, "Applications of deep learning in stock market prediction: Recent progress," Expert Systems with Applications, Vol. 184, 2021.
|
14 |
Word2vec, https://code.google.com/archive/p/word2vec.
|
15 |
Zhou, X., Pan, Z, Hu, G., Tang, S., and Zhao, C., "Stock market prediction on high-frequency data using generative adversarial nets," Mathematical Problems in Engineering, Vol. 2018, Article ID 4907423, 11 pages, 2018.
|