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\u73b0\u4ee3\u9884\u8b66\u7cfb\u7edf\u7684\u6280\u672f\u5806\u6808\u5448\u73b0\u660e\u663e\u7684\u5206\u5c42\u7279\u5f81\u3002\u6570\u636e\u63a5\u5165\u5c42\u91c7\u7528\u5206\u5e03\u5f0f\u6d41\u5904\u7406\u6846\u67b6\uff0c\u5982Apache Flink\u5728\u67d0\u8bc1\u5238\u516c\u53f8\u7684\u90e8\u7f72\u5b9e\u4f8b\u663e\u793a\uff0c\u5176\u4e8b\u4ef6\u5904\u7406\u5ef6\u8fdf\u63a7\u5236\u572823\u6beb\u79d2\u4ee5\u5185\u3002\u7279\u5f81\u5de5\u7a0b\u5c42\u9762\uff0c\u8054\u90a6\u7279\u5f81\u5e73\u53f0\u6210\u4e3a\u65b0\u8d8b\u52bf\uff0c\u62db\u5546\u94f6\u884c\u6784\u5efa\u7684\u8de8\u4e1a\u52a1\u7ebf\u7279\u5f81\u5e93\u5305\u542b1.2\u4e07\u4e2a\u6709\u6548\u7279\u5f81\u7ef4\u5ea6\uff0c\u5176\u4e2d37%\u901a\u8fc7\u8054\u90a6\u5b66\u4e60\u5b9e\u73b0\u8de8\u673a\u6784\u5171\u4eab\u3002<\/p>\n
\u6838\u5fc3\u7b97\u6cd5\u5c42\u666e\u904d\u91c7\u7528\u6df7\u5408\u5efa\u6a21\u7b56\u7565\u3002Visa\u516c\u5e03\u7684\u9632\u6b3a\u8bc8\u7cfb\u7edf\u767d\u76ae\u4e66\u62ab\u9732\uff0c\u5176\u96c6\u6210\u6a21\u578b\u7ec4\u5408\u4e86XGBoost\uff08\u5904\u7406\u7ed3\u6784\u5316\u4ea4\u6613\u6570\u636e\uff09\u3001LSTM\uff08\u5206\u6790\u65f6\u5e8f\u884c\u4e3a\uff09\u548cGNN\uff08\u6316\u6398\u5173\u8054\u7f51\u7edc\uff09\uff0c\u6574\u4f53AUC\u503c\u8fbe\u52300.963\u3002\u51b3\u7b56\u5f15\u64ce\u65b9\u9762\uff0c\u52a8\u6001\u89c4\u5219\u5f15\u64ce\u4e0e\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u534f\u540c\u6210\u4e3a\u6807\u914d\uff0c\u5e73\u5b89\u94f6\u884c\u6848\u4f8b\u663e\u793a\u8fd9\u79cd\u67b6\u6784\u4f7f\u7b56\u7565\u8fed\u4ee3\u5468\u671f\u4ece\u4e24\u5468\u7f29\u77ed\u81f38\u5c0f\u65f6\u3002\u503c\u5f97\u5173\u6ce8\u7684\u662f\uff0c\u90e8\u5206\u9886\u5148\u673a\u6784\u5f00\u59cb\u63a2\u7d22\u56e0\u679c\u63a8\u7406\u6a21\u578b\uff0c\u8682\u8681\u96c6\u56e2\u7684\u98ce\u9669\u611f\u77e5\u7cfb\u7edf\u901a\u8fc7\u53cd\u4e8b\u5b9e\u5206\u6790\uff0c\u5c06\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u6307\u6807\u63d0\u534745%\u3002<\/p>\n
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\u6280\u672f\u4f26\u7406\u65b9\u9762\uff0c\u76d1\u7ba1\u79d1\u6280\uff08RegTech\uff09\u89e3\u51b3\u65b9\u6848\u5feb\u901f\u53d1\u5c55\u3002\u65b0\u52a0\u5761\u91d1\u7ba1\u5c40\uff08MAS\uff09\u63a8\u884c\u7684”\u9a8c\u8bc1\u6c99\u76d2”\u673a\u5236\uff0c\u8981\u6c42\u6240\u6709AI\u51b3\u7b56\u6a21\u578b\u5fc5\u987b\u901a\u8fc71200\u9879\u516c\u5e73\u6027\u6d4b\u8bd5\u3002\u5b9e\u8df5\u4e2d\uff0c\u5934\u90e8\u673a\u6784\u666e\u904d\u5efa\u7acb\u6a21\u578b\u504f\u89c1\u68c0\u6d4b\u4f53\u7cfb\uff0c\u67d0\u6d88\u8d39\u91d1\u878d\u516c\u53f8\u7684\u6027\u522b\u4e2d\u7acb\u6027\u6307\u6807\u5df2\u8fbe\u52300.98\uff08\u7406\u60f3\u503c\u4e3a1\uff09\u3002\u6570\u636e\u6700\u5c0f\u5316\u539f\u5219\u7684\u5b9e\u65bd\u50ac\u751f\u4e86\u8fb9\u7f18\u8ba1\u7b97\u67b6\u6784\uff0cVisa\u7684\u672c\u5730\u5316\u7279\u5f81\u63d0\u53d6\u65b9\u6848\u4f7f\u654f\u611f\u6570\u636e\u4f20\u8f93\u91cf\u51cf\u5c1176%\u3002<\/p>\n
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