Intelligent Fashion Forecasting Systems: Models and Applications

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Choi, Tsan-Ming (Επιμελητής έκδοσης), Hui, Chi-Leung (Επιμελητής έκδοσης), Yu, Yong (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
• Θέματα: Business.; Production management.; Information technology.; Business > Data processing.; Business and Management.; IT in Business.; Information Systems Applications (incl. Internet).; Operations Management.

Forecasting is a crucial function for companies in the fashion industry, but for many real-life forecasting applications, the data patterns are notorious for being highly volatile and it is very difficult, if not impossible, to analytically learn about the underlying patterns. As a result, many trad...

Πίνακας περιεχομένων:

• Part I: Introduction, review and exploratory studies
• 1.1 Introduction: Intelligent Fashion Forecasting
• 1.2  Sales forecasting in Apparel and Fashion Industry: a review
• Collaborative Planning Forecasting Replenishment Schemes in Apparel Supply Chain Systems: Cases and Research Opportunities
• Part II: Theoretical modeling research
• 2.1  Measuring Forecasting Accuracy: Problems and Recommendations (by the example of SKU-level judgmental adjustments)
• 2.2 Forecasting Demand for Fashion Goods: A Hierarchical Bayesian Approach
• Forecasting Fashion Store Reservations: Booking Horizon Forecasting with Dynamic Updating
• Part III: Intelligent fashion forecasting: applications and analysis
• 3.1 Fuzzy Forecast Combining for Apparel Demand Forecasting
• 3.2 Intelligent Fashion Colour Trend Forecasting Schemes: A Comparative Study
• 3.3 Neural Networks Based for Romanian Clothing Sector.      .