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System for Discovering Hidden Correlation Relationships for Risk Analysis Using Graph-Based Machine Learning
System for Discovering Hidden Correlation Relationships for Risk Analysis Using Graph-Based Machine Learning
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机译：基于图的机器学习发现隐藏关联关系进行风险分析的系统
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摘要
A system, method, and computer readable device that detects hidden correlation relationships among entities, such as companies and/or individuals is presented. A dataset that corresponds to a predefined set of correlation relationships of these companies and/or individuals may be collected. The dataset may be stored in a graph database and a machine learning system may be built using features computed from the graph database. At least a new pair of companies or a new pair of an individual and a company may be evaluated. The system, method, and/or computer readable device may determine whether a hidden correlation relationship exists between them.
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