数据科学如何变革金融欺诈检测:关键技术与工具
原文英文,约1100词,阅读约需4分钟。发表于: 。There are many opportunities for financial fraud in present circumstances, as criminals never leave a chance to change their tricks. While rule-based systems that were long used to fight fraud...
金融欺诈日益增多,传统规则系统难以应对。数据科学通过分析、机器学习和人工智能,帮助金融机构更有效地识别和预测欺诈。关键技术包括异常检测、预测建模、自然语言处理和图分析,实时数据处理提升了检测效率。数据科学增强了准确性、主动性和可扩展性,助力金融机构应对欺诈挑战。