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The purpose of this research is to construct a sales prediction model for retail stores using the deep learning approach, which has gained significant attention in the rapidly developing field of machine learning in recent years. Using such a model for analysis, an approach to store management could be formulated. The present study uses three years' worth(More)
  • Yuta Kaneko
  • 2015
The concept of a fractal has been applied to analyze the complex structure of various phenomena, including scale hierarchy in the natural sciences. In this study, we focus on the scale of customer shopping paths in a store and introduce fractal dimension as a quantified index to assess the complexity and nonlinearity of customer shopping paths. By applying(More)
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