Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models.
作者： Nancy M. Heddle , Douglas G. Down , Na Li , Maryam Motamedi
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摘要: … indicators for demand forecasting. Finally, LSTM networks are used for demand forecasting to explore the nonlinear dependencies among the clinical indicators and the demand. …
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arxiv.org参考文章(38)
Diederik P. Kingma, Jimmy Ba, Adam: A Method for Stochastic Optimization arXiv: Learning. ,(2014)
Ambuj Kumar, Rahul Mhaskar, Brenda J. Grossman, Richard M. Kaufman, Aaron A.R. Tobian, Steven Kleinman, Terry Gernsheimer, Alan T. Tinmouth, Benjamin Djulbegovic, , Platelet transfusion: a systematic review of the clinical evidence Transfusion. ,vol. 55, pp. 1116- 1127 ,(2015) , 10.1111/TRF.12943
Adam Drackley, K. Bruce Newbold, Antonio Paez, Nancy Heddle, Forecasting Ontario's blood supply and demand. Transfusion. ,vol. 52, pp. 366- 374 ,(2012) , 10.1111/J.1537-2995.2011.03280.X
J. Ranstam, Why the P-value culture is bad and confidence intervals a better alternative. Osteoarthritis and Cartilage. ,vol. 20, pp. 805- 808 ,(2012) , 10.1016/J.JOCA.2012.04.001
Yin-Wong Cheung, Kon S. Lai, Lag Order and Critical Values of the Augmented Dickey–Fuller Test Journal of Business & Economic Statistics. ,vol. 13, pp. 277- 280 ,(1995) , 10.1080/07350015.1995.10524601
Oscar S. Silva Filho, Marcelo A. Carvalho, Wagner Cezarino, Ralph Silva, Giselle Salviano, Demand Forecasting for Blood Components Distribution of a Blood Supply Chain IFAC Proceedings Volumes. ,vol. 46, pp. 565- 571 ,(2013) , 10.3182/20130911-3-BR-3021.00092
George M. Frankfurter, Kenneth E. Kendall, C. Carl Pegels, Management Control of Blood Through a Short-Term Supply-Demand Forecast System Management Science. ,vol. 21, pp. 444- 452 ,(1974) , 10.1287/MNSC.21.4.444
Yisheng Lv, Yanjie Duan, Wenwen Kang, Zhengxi Li, Fei-Yue Wang, Traffic Flow Prediction With Big Data: A Deep Learning Approach IEEE Transactions on Intelligent Transportation Systems. ,vol. 16, pp. 865- 873 ,(2015) , 10.1109/TITS.2014.2345663
Oscar S. Silva Filho, W. Cezarino, Giselle R. Salviano, A Decision-making Tool for Demand Forecasting of Blood Components IFAC Proceedings Volumes. ,vol. 45, pp. 1499- 1504 ,(2012) , 10.3182/20120523-3-RO-2023.00201
J Dejonckheere, S.M Disney, M.R Lambrecht, D.R Towill, The impact of information enrichment on the Bullwhip effect in supply chains: A control engineering perspective European Journal of Operational Research. ,vol. 153, pp. 727- 750 ,(2004) , 10.1016/S0377-2217(02)00808-1