Shen, Haipeng; Huang, Jianhua Z. - In: Manufacturing & Service Operations Management 10 (2008) 3, pp. 391-410
volume profiles as a high-dimensional vector time series. We propose first to reduce the dimensionality by singular value … decomposition of the matrix of historical intraday profiles and then to apply time series and regression techniques. Our approach …