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Intelligent Fashion Forecasting Systems: Models and Applications (Hardcover, 2014 ed.)
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Intelligent Fashion Forecasting Systems: Models and Applications (Hardcover, 2014 ed.)
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Forecasting is a crucial function for companies in the fashion
industry, but for many real-life forecasting applications in the,
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.
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