Hybrid Approaches for Time Series Prediction

Author:

Fontes Xavier,Castro Silva Daniel

Publisher

Springer International Publishing

Reference22 articles.

1. Anifowose, F., Labadin, J., Abdulraheem, A.: A hybrid of functional networks and support vector machine models for the prediction of petroleum reservoir properties. In: Proceedings of the 11th International Conference on Hybrid Intelligent Systems, HIS 2011, Melacca, Malaysia, 5–8 December, pp. 85–90 (2011)

2. Borovykh, A., Bohte, S., Oosterlee, C.W.: Conditional time series forecasting with convolutional neural networks. In: Proceedings of the 26th International Conference on Artificial Neural Networks, ICANN 2017, Part I, Alghero, Italy, 11–14 September, pp. 729–730 (2017)

3. Candanedo, L.M., Feldheim, V., Deramaix, D.: Data driven prediction models of energy use of appliances in a low-energy house. Energy Build. 140, 81–97 (2017)

4. Colonna, G., Nakamura, E., Cristo, M., Gordo, M.: Anuran Calls (MFCCs) Data Set (2017). https://archive.ics.uci.edu/ml . Accessed 10 Nov 2018

5. Fontes, X., Silva, D.C.: Towards hybrid prediction over time series with non-periodic external factors. In: Proceedings of the 5th International Conference on Time Series and Forecasting, ITISE 2018, Granada, Spain, 19–21 September, pp. 1431–1442 (2018)

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