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J-GLOBAL ID:201502213131405972   Reference number:15A0789551

ニュース記事の時間的特性を考慮した株価動向予測

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Material:
Volume: 2015  Issue: MPS-102  Page: VOL.2015-MPS-102,NO.4 (WEB ONLY)  Publication year: Feb. 24, 2015 
JST Material Number: U0451A  Document type: Proceedings
Article type: 原著論文  Country of issue: Japan (JPN)  Language: JAPANESE (JA)
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Natural language processing 
Reference (22):
  • Bengio, Y., Lamblin, P., Popovici, D. and Larochelle, H.: Greedy layer-wise training of deep networks, Proceedings of the twenty-first international conference on Neural Information Processing Systems, pp. 153-160 (2007)
  • Boulanger-Lewandowski, N., Bengio, Y. and Vincent, P.: Modeling temporal dependencies in high-dimensional sequences: Application to polyphonic music generation and transcription, Proceedings of the twenty-ninth International Conference on Machine Learning, pp. 1159-1166 (2012)
  • Dahl, G. E., Yu, D., Deng, L. and Acero, A.: Context-dependent pre-trained deep neural networks for large-vocabulary speech recognition, IEEE Transactions on Audio, Speech, and Language Processing, Vol. 20, No. 1, pp. 30-42 (2012)
  • Ding, X., Zhang, Y., Liu, T. and Duan, J.: Using Structured Events to Predict Stock Price Movement: An Empirical Investigation, Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), Association for Computational Linguistics, pp. 1415-1425 (2014)
  • Gidofalvi, G. and Elkan, C.: Using news articles to predict stock price movements, Department of Computer Science and Engineering, University of California, San Diego (2001)
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