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Title Intelligent fashion forecasting systems : models and applications / Tsan-Ming Choi, Chi-Leung Hui, Yong Yu, editors
Published Heidelberg ; New York : Springer, [2014]
©2014

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Description 1 online resource (199 pages) : illustrations
Contents Introduction, Review and Exploratory Studies -- Introduction: Intelligent Fashion Forecasting / Tsan-Ming Choi, Chi-Leung Hui and Yong Yu -- Sales Forecasting in Apparel and Fashion Industry: A Review / Sébastien Thomassey -- Collaborative Planning Forecasting Replenishment Schemes in Apparel Supply Chain Systems: Cases and Research Opportunities / Daisy Ka-Yee Ho and Tsan-Ming Choi -- Theoretical Modeling Research -- Measuring Forecasting Accuracy: Problems and Recommendations (by the Example of SKU-Level Judgmental Adjustments) / Andrey Davydenko and Robert Fildes -- Forecasting Demand for Fashion Goods:A Hierarchical Bayesian Approach / Phillip M. Yelland and Xiaojing Dong -- Forecasting Fashion Store Reservations:Booking Horizon Forecasting with Dynamic Updating / Alwin Haensel -- Intelligent Fashion Forecasting: Applications and Analysis -- Fuzzy Forecast Combining for Apparel Demand Forecasting / Murat Kaya, Engin Yeşil, M. Furkan Dodurka and Sarven Sıradağ -- Intelligent Fashion Colour Trend Forecasting Schemes: A Comparative Study / Yong Yu, Sau-Fun Ng, Chi-Leung Hui, Na Liu and Tsan-Ming Choi -- Neural Networks Based Forecasting for Romanian Clothing Sector / Logica Banica, Daniela Pirvu and Alina Hagiu
Summary 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 traditional methods (such as pure statistical models) will fail to make a sound prediction. Over the past decade, advances in artificial intelligence and computing technologies have provided an alternative way of generating precise and accurate forecasting results for fashion businesses. Despite being an important and timely topic, there is currently an absence of a comprehensive reference source that provides up-to-date theoretical and applied research findings on the subject of intelligent fashion forecasting systems. This three-part handbook fulfills this need and covers materials ranging from introductory studies and technical reviews, theoretical modeling research, to intelligent fashion forecasting applications and analysis. This book is suitable for academic researchers, graduate students, senior undergraduate students and practitioners who are interested in the latest research on fashion forecasting
Bibliography Includes bibliographical references
Notes Online resource; title from PDF (ebrary, viewed January 6, 2014)
Subject Fashion -- Forecasting.
Management information systems.
Management Information Systems
BUSINESS & ECONOMICS -- Industries -- General.
Science économique.
Affaires.
Fashion -- Forecasting
Management information systems
Form Electronic book
Author Choi, Tsan-Ming, editor
Hui, Chi-Leung, editor
Yu, Yong, editor
ISBN 9783642398698
3642398693
3642398685
9783642398681