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A Multi Label Based Classification Method for Commodity Risk Assessment
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DOI：10.1007/978-981-95-1565-3_35.png)
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Abstract
En 中文
It is a critical problem to identify the risk in imported or exported commodities. In this paper, we presents a multi-label-based classification approach for risk assessment. Firstly, we introduce the labeling procedure for defects description in the collected data. Furthermore, we introduce a novel risk scoring mechanism and GRU module to quantify the severity of identified risk labels, facilitating prioritization of risk mitigation strategies. Finally, we classify with national standard and implement a system in Chongqing.
Keywords:
Multi-lable classification
GRU
Risk assessment
Journal
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Papers:
27
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