Page 20 - Demo

18%u4eba%u6587%u8207%u793e%u6703%u79d1%u5b78%u7c21%u8a0a%u300026 %u5377 2 %u671f%uff0e114 %u5e74 3 %u6708%u5ea6%u5f37%u5316%u5b78%u7fd2%u6a21%u578b%u3002%u9019%u6a23%u7684%u505a%u6cd5%u80fd%u5920%u517c%u9867%u4e0d%u540c%u80a1%u7968%u5c0d%u7684%u7279%u6027%uff0c%u53c8%u80fd%u907f%u514d%u6578%u64da%u4e0d%u8db3%u7684%u554f%u984c%uff0c%u4f7f%u4ea4%u6613%u6c7a%u7b56%u66f4%u52a0%u7cbe%u6e96%u3002%u9019%u5169%u9805%u7814%u7a76%u70ba%u914d%u5c0d%u4ea4%u6613%u7684%u6a5f%u5668%u5b78%u7fd2%u61c9%u7528%u5e36%u4f86%u65b0%u5951%u6a5f%uff1a%u4e00%u65b9%u9762%u4ee5%u6df1%u5ea6%u5b78%u7fd2%u52d5%u614b%u8abf%u6574%u4ea4%u6613%u9580%u6abb%uff0c%u8b93%u7b56%u7565%u80fd%u56e0%u61c9%u5e02%u5834%u6ce2%u52d5%uff1b%u53e6%u4e00%u65b9%u9762%u900f%u904e%u5c40%u90e8%u5b78%u7fd2%u589e%u9032%u6a21%u578b%u9069%u61c9%u4e0d%u540c%u80a1%u7968%u5c0d%u7684%u80fd%u529b%uff0c%u4f7f%u914d%u5c0d%u4ea4%u6613%u5f9e%u50b3%u7d71%u7684%u7d71%u8a08%u5957%u5229%u66f4%u9032%u4e00%u6b65%u9081%u5411%u667a%u80fd%u5316%u3001%u81ea%u9069%u61c9%u7684%u767c%u5c55%uff0c%u5728%u8907%u96dc%u5e02%u5834%u4e2d%u7dad%u6301%u7af6%u722d%u529b%u3002%u4e8c%u3001 AI %u5728%u91d1%u878d%u8a50%u6b3a%u5075%u6e2c%u4e2d%u7684%u61c9%u7528%u91d1%u878d%u8a50%u6b3a%u8207%u6d17%u9322%u9632%u5236%u662f%u7576%u524d%u91d1%u878d%u79d1%u6280%u7814%u7a76%u4e2d%u7684%u6838%u5fc3%u8ab2%u984c%uff0c%u96a8%u8457%u96fb%u5b50%u652f%u4ed8%u548c%u6578%u4f4d%u91d1%u878d%u7684%u666e%u53ca%uff0c%u8a50%u6b3a%u884c%u70ba%u7684%u898f%u6a21%u3001%u8907%u96dc%u6027%u548c%u591a%u6a23%u6027%u4e0d%u65b7%u63d0%u5347%u3002%u56e0%u70ba%u53ef%u89e3%u91cb%u548cAI %u502b%u7406%u7684%u7684%u8981%u6c42%uff0c%u8a31%u591a%u570b%u5bb6%u5982%u52a0%u62ff%u5927%u3001%u65b0%u52a0%u5761%u3001%u6fb3%u6d32%u3001%u81fa%u7063 1%u7684%u76e3%u7ba1%u6a5f%u69cb%u63a1%u7528%u50b3%u7d71%u7684%u898f%u5247%u57fa%u790e%u65b9%u6cd5%uff08rule-based%uff09%u96d6%u7136%u80fd%u5920%u5feb%u901f%u8b58%u5225%u67d0%u4e9b%u7c21%u55ae%u7684%u8a50%u6b3a%u884c%u70ba%uff0c%u4f46%u5c0d%u65bc%u8a50%u6b3a%u624b%u6cd5%u7684%u5feb%u901f%u6f14%u8b8a%u4ee5%u53ca%u4ea4%u6613%u6578%u64da%u4e2d%u96b1%u85cf%u7684%u6642%u9593%u8b8a%u5316%u7279%u6027%uff08time-varying features%uff09%uff0c%u5f80%u5f80%u529b%u4e0d%u5f9e%u5fc3%u3002%u6211%u5011%u7684%u7814%u7a76%u805a%u7126%u65bc%u7d50%u5408%u6a5f%u5668%u5b78%u7fd2%u3001%u6df1%u5ea6%u5b78%u7fd2%u53ca%u7d71%u8a08%u6aa2%u5b9a%u65b9%u6cd5%uff0c%u63d0%u4f9b%u4e00%u5957%u9ad8%u6548%u4e14%u5177%u89e3%u91cb%u6027%u7684%u91d1%u878d%u8a50%u6b3a%u5075%u6e2c%u89e3%u6c7a%u65b9%u6848%u3002%uff08%u4e00%uff09%u8a50%u6b3a%u884c%u70ba%u7684%u6642%u9593%u8b8a%u5316%u7279%u6027%u8207%u6311%u6230%u8a50%u6b3a%u884c%u70ba%u5177%u6709%u6975%u5f37%u7684%u9069%u61c9%u80fd%u529b%uff0c%u96a8%u8457%u5e02%u5834%u74b0%u5883%u3001%u76e3%u7ba1%u898f%u7bc4%u53ca%u79d1%u6280%u767c%u5c55%u4e0d%u65b7%u6f14%u8b8a%u3002%u8a50%u6b3a%u8005%u901a%u5e38%u6703%u8abf%u6574%u7b56%u7565%u4f86%u898f%u907f%u73fe%u6709%u7684%u5075%u6e2c%u6a5f%u5236%uff0c%u4f8b%u5982%u7576%u7279%u5b9a ATM %u63d0%u6b3e%u71b1%u5340%u53d7%u5230%u57f7%u6cd5%u55ae%u4f4d%u56b4%u683c%u76e3%u63a7%u6642%uff0c%u4ed6%u5011%u53ef%u80fd%u6703%u8fc5%u901f%u8f49%u79fb%u5230%u5176%u4ed6 ATM%uff0c%u8b93%u57fa%u65bc%u904e%u53bb%u71b1%u9ede%u5206%u6790%u7684%u5075%u6e2c%u7cfb%u7d71%u96e3%u4ee5%u7dad%u6301%u6e96%u78ba%u6027%uff08Hsin et al., 2022%uff09%u3002%u7136%u800c%uff0c%u76f8%u8f03%u65bc%u9019%u7a2e%u9ad8%u5ea6%u8b8a%u52d5%u7684%u6a21%u5f0f%uff0c%u6709%u4e9b%u4ea4%u6613%u7279%u5fb5%u5247%u76f8%u5c0d%u7a69%u5b9a%uff0c%u4f8b%u5982%u81e8%u6ac3%u4ea4%u6613%uff0c%u7531%u65bc%u9700%u8981%u5be6%u540d%u9a57%u8b49%u8207%u4eba%u5de5%u6838%u5c0d%u8eab%u5206%uff0c%u8a50%u6b3a%u8005%u901a%u5e38%u6703%u9078%u64c7%u907f%u514d%uff0c%u56e0%u6b64%u9019%u985e%u4ea4%u6613%u7684%u884c%u70ba%u6a21%u5f0f%u5728%u9577%u6642%u9593%u5167%u8f03%u5c11%u6539%u8b8a%u3002%u9019%u7a2e%u5340%u5225%u5c0d%u65bc%u63d0%u5347%u8a50%u6b3a%u6aa2%u6e2c%u7684%u7a69%u5b9a%u6027%u81f3%u95dc%u91cd%u8981%uff0c%u6211%u5011%u7684%u7814%u7a76%u4fbf%u8457%u91cd%u65bc%u7be9%u9078%u51fa%u90a3%u4e9b%u53d7%u6642%u9593%u5f71%u97ff%u8f03%u5c0f%u7684%u7279%u5fb5%uff0c%u4e26%u964d%u4f4e%u5c0d%u8b8a%u52d5%u904e%u5927%u7684%u7279%u5fb5%u7684%u4f9d%u8cf4%uff0c%u78ba%u4fdd%u6a21%u578b%u80fd%u5920%u9069%u61c9%u8a50%u6b3a%u624b%u6cd5%u7684%u8b8a%u5316%uff0c%u4fdd%u6301%u9577%u671f%u6709%u6548%u6027%u3002%u6b64%u5916%uff0c%u8a50%u6b3a%u884c%u70ba%u5728%u4ea4%u6613%u6578%u64da%u4e2d%u7684%u6bd4%u4f8b%u901a%u5e38%u6975%u4f4e%uff0c%u9019%u5e36%u4f86%u4e86%u8cc7%u6599%u4e0d%u5e73%u8861%uff08data imbalance%uff09%u7684%u554f%u984c%u3002%u7576%u8a50%u6b3a%u4ea4%u6613%u50c5%u5360%u7e3d%u9ad4%u4ea4%u6613%u7684%u4e00%u5c0f%u90e8%u5206%u6642%uff0c%u6a5f%u5668%u5b78%u7fd2%u6a21%u578b%u5728%u8a13%u7df4%u904e%u7a0b%u4e2d%u5bb9%u6613%u53d7%u5230%u5927%u91cf%u6b63%u5e38%u4ea4%u6613%u7684%u5f71%u97ff%uff0c%u5c0e%u81f4%u7121%u6cd5%u6709%u6548%u5b78%u7fd2%u8a50%u6b3a%u6a21%u5f0f%u3002%u5982%u679c%u6a21%u578b%u7684%u53ec%u56de%u7387%uff08recall%uff09%u904e%u4f4e%uff0c%u4ee3%u8868%u5b83%u7121%u6cd5%u6210%u529f%u8b58%u5225%u5927%u90e8%u5206%u8a50%u6b3a%u4ea4%u6613%uff0c%u4f7f%u5f97%u6aa2%u6e2c%u7cfb%u7d71%u55aa%u5931%u61c9%u6709%u7684%u6548%u679c%uff0c%u8b93%u8a31%u591a%u8a50%u6b3a%u6848%u4ef6%u9003%u904e%u76e3%u63a7%u3002%u7136%u800c%uff0c%u82e5%u4e00%u5473%u8ffd%u6c42%u9ad8%u53ec%u56de%u7387%uff0c1%u4f8b%u5982%u91d1%u7ba1%u6703%u5236%u5b9a%u7684%u7591%u4f3c%u6d17%u9322%u6216%u8cc7%u6050%u4ea4%u6613%u614b%u6a23%u3002