Article ID: | iaor20072163 |
Country: | Netherlands |
Volume: | 42 |
Issue: | 1 |
Start Page Number: | 408 |
End Page Number: | 421 |
Publication Date: | Oct 2006 |
Journal: | Decision Support Systems |
Authors: | Fiordaliso Antonio, Thomassey Sbastien |
Competition and globalization imply a very accurate production and sourcing management of the Textile–Apparel–Distribution network actors. A sales forecasting system is required to respond to the versatile textile market and the needs of the distributors. Nowadays, due to the specific constraints of the textile sales (numerous and new items, short life time), existing forecasting models are generally unsuitable or unusable. We propose a forecasting system, based on clustering and classification tools, which performs mid-term forecasting. Performances of our models are evaluated using real data from an important French textile distributor.