Ruyuan Han

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Inventory forecasting aims to predict the demand of a specific item in the future and reserve the amount of item based on the forecasting results. An accurate and reliable inventory prediction can avoid product overstock and greatly reduce the maintenance cost. Inventory data is a kind of time series data, which has its own characteristics of large volume,(More)
Inventory management plays a critical role to track inventory levels, orders, and sales of the retailing business. Effective inventory management is a capability necessary to lead in the global marketplace. In the current retailing market, a huge amount of data regarding stocked items in inventory is generated and collected every day. Due to the increasing(More)
With the development of power monitoring technology, more and more real-time data are accumulated in power system. Due to large amount and high dimension of monitoring data, traditional data analysis methods are often unable to discover the hidden rules and complex relationships between monitoring data and fault reasons. In recent years, data mining(More)
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