View a markdown version of this page

付録 B: 参考文献 - Amazon Forecast による時系列予測の原理

付録 B: 参考文献

Januschowski, Tim、Kolassa, Stephan「A Classification of Business Forecasting Problems」Foresight:『The International Journal of Applied Forecasting』2019 年

Salinas, David、Flunkert, Valentin、Gasthaus, Jan、Januschowski, Tim「DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks」『International Journal of Forecasting』2019 年

Gasthaus, Jan、Benidis, Konstantinos、Wang, Yuyang、Rangapuram, Syama Sundar、Salinas, David、Flunkert, Valentin、Januschowski, Tim「Probabilistic Forecasting with Spline Quantile Function RNNs」第 22 回人工知能と統計に関する国際会議2019 年

Januschowski, Tim、Gasthaus, Jan、Wang, Yuyang、Salinas, David、Flunkert, Valentin、Bohlke-Schneider, Michael、Callot, Laurent「Criteria for classifying forecasting methods」『International Journal of Forecasting』2019 年 (サインインが必要)

Januschowski, Tim、Gasthaus, Jan、Wang, Yuyang、Rangapuram, Syama、Callot, Laurent「Deep Learning for Forecasting」Foresight:『The International Journal of Applied Forecasting』2018 年

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

Bose, Joos-Hendrik、Flunkert, Valentin、Gasthaus, Jan、Januschowski, Tim、Lange, Dustin、Salinas, David、Schelter, Sebastian、Seeger, Matthias、Wang, Yuyang「Probabilistic Demand Forecasting at Scale」VLDB Endowment の議事録。2017 年