I. Introduction
Accurately forecasting future sales is crucial for retail companies in strategic planning, decision making, and cost management. It also helps investors analyze and regulate investment risk. Sales volume is influenced by many complex factors that vary by product and region, making forecasting difficult, especially for multinational retail companies [1]。