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Anhang B: Referenzen - Grundsätze der Zeitreihenprognose mit Amazon Forecast

Anhang B: Referenzen

Januschowski, Tim and Kolassa, Stephan. A classification of business forecasting problems. Foresight: The International Journal of Applied Forecasting. 2019

Salinas, David, Flunkert, Valentin, Gasthaus, Jan and Januschowski, Tim. DeepAR: Probabilistic forecasting with autoregressive recurrent networks. International Journal of Forecasting. 2019

Gasthaus, Jan, Benidis, Konstantinos, Wang, Yuyang, Rangapuram, Syama Sundar, Salinas, David, Flunkert, Valentin and Januschowski, Tim. {Probabilistic Forecasting with Spline Quantile Function RNNs. The 22nd International Conference on Artificial Intelligence and Statistics. 2019

Januschowski, Tim, Gasthaus, Jan, Wang, Yuyang, Salinas, David, Flunkert, Valentin, Bohlke-Schneider, Michael and Callot, Laurent. Criteria for classifying forecasting methods. International Journal of Forecasting. 2019 (Anmeldung erforderlich)

Januschowski, Tim, Gasthaus, Jan, Wang, Yuyang, Rangapuram, Syama and Callot, Laurent. Deep Learning for Forecasting. Foresight: The International Journal of Applied Forecasting. 2018

Januschowski, Tim, Gasthaus, Jan, Wang, Yuyang, Rangapuram, Syama Sundar and Callot, Laurent. Deep Learning for Forecasting: Current Trends and Challenges. Foresight: The International Journal of Applied Forecasting. 2018

Bose, Joos-Hendrik, Flunkert, Valentin, Gasthaus, Jan, Januschowski, Tim, Lange, Dustin, Salinas, David, Schelter, Sebastian, Seeger, Matthias and Wang, Yuyang. Probabilistic demand forecasting at scale. Proceedings of the VLDB Endowment. 2017