Position-Based Content Attention for Time Series Forecasting with Sequence-to-Sequence RNNs

Author:

Cinar Yagmur Gizem,Mirisaee Hamid,Goswami Parantapa,Gaussier Eric,Aït-Bachir Ali,Strijov Vadim

Publisher

Springer International Publishing

Reference33 articles.

1. De Gooijer, J.G., Hyndman, R.J.: 25 years of time series forecasting. Int. J. Forecast. 22(3), 443–473 (2006)

2. Lecture Notes in Business Information Processing;G Bontempi,2013

3. Graves, A.: Generating sequences with recurrent neural networks. arXiv preprint arXiv:1308.0850 (2013)

4. Weston, J., Chopra, S., Bordes, A.: Memory networks. CoRR abs/1410.3916 (2014)

5. Weston, J., Bordes, A., Chopra, S., Mikolov, T.: Towards AI-Complete question answering: A set of prerequisite toy tasks. CoRR abs/1502.05698 (2015)

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