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\u80fd\u591f\u5feb\u901f\u5b8c\u6210\u8fd9\u9879\u5de5\u4f5c\uff0c\u90a3\u5f53\u7136\u662f\u4e00\u5927\u5584\u4e3e\u3002<\/p>\n<p>\u4ee5\u4eca\u5929\u4eba\u8138\u8bc6\u522b\u6280\u672f\u7684\u5b8c\u6210\u5ea6\u6765\u770b\uff0c\u8fd1\u8ddd\u79bb\u8ba4\u51fa\u9003\u72af\u5e76\u4e0d\u96be\u3002\u96be\u70b9\u662f\u8981\u5728\u57ce\u5e02\u6444\u50cf\u5934\u62cd\u6444\u5230\u7684\u4eba\u5c71\u4eba\u6d77\u4e2d\u7cbe\u51c6\u8bc6\u522b\u51fa\u67d0\u4e2a\u4eba\u8138\u6570\u636e\u3002\u6bd4\u5982\u6b27\u6d32\u4e00\u4e2a\u53eb\u505a Indect 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src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2018\/05\/11-4.jpg\" alt=\"\" width=\"550\" height=\"380\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2018\/05\/11-4.jpg 550w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2018\/05\/11-4-300x207.jpg 300w\" sizes=\"auto, (max-width: 550px) 100vw, 550px\" \/><\/p>\n<p>\u6bd4\u8f83\u597d\u73a9\u7684\u662f\uff0c\u8d1f\u8d23\u57ce\u5e02\u5b89\u5168\u7684\u8b66\u7528 AI \u4e0d\u4ec5\u80fd\u201c\u770b\u89c1\u201d\uff0c\u8fd8\u80fd\u201c\u542c\u89c1\u201d\u3002<\/p>\n<p>\u7845\u8c37\u4e00\u4e2a\u521b\u4e1a\u516c\u53f8\u5f00\u53d1\u4e86\u540d\u53eb ShotSpotter \u7684\u57ce\u5e02\u8b66\u7528\u7cfb\u7edf\uff0c\u5b83\u7684\u80fd\u529b\u662f\u901a\u8fc7\u9ea6\u514b\u98ce\uff0c\u501f\u52a9 AI 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14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong>\u300a\u5c11\u6570\u6d3e\u62a5\u544a\u300b\u770b\u8fc7\u6ca1\uff1f\u5927\u9884\u6d4b\u672f\u5df2\u7ecf\u5728\u8def\u4e0a<\/strong><\/div>\n<p>\u4e0d\u77e5\u9053\u4eca\u5929\u63d0\u300a\u5c11\u6570\u6d3e\u62a5\u544a\u300b\u662f\u4e0d\u662f\u4e00\u4ef6\u66b4\u9732\u5e74\u9f84\u7684\u4e8b\uff0c\u4f46\u4e00\u8bf4\u5230 AI \u9884\u6d4b\u72af\u7f6a\uff0c\u8fd8\u662f\u4f1a\u8054\u60f3\u8d77\u7535\u5f71\u91cc\u7684\u201c\u5148\u77e5\u201d\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-102753\" src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2018\/05\/11-5.jpg\" alt=\"\" width=\"500\" height=\"327\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2018\/05\/11-5.jpg 500w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2018\/05\/11-5-300x196.jpg 300w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u63d0\u8d77\u9884\u6d4b\u72af\u7f6a\uff0c\u5c31\u4e0d\u80fd\u4e0d\u63d0\u5230\u8b66\u7528\u79d1\u6280\u754c\u8d6b\u8d6b\u6709\u540d\u7684 PredPol \u516c\u53f8\u3002\u867d\u7136 IBM\u3001\u6469\u6258\u7f57\u62c9\u7b49\u4f01\u4e1a\u90fd\u6d89\u8db3\u9884\u9632\u72af\u7f6a\u7cfb\u7edf\u8fd9\u4e2a\u5e02\u573a\uff0c\u4f46 2012 \u5e74\u624d\u5efa\u7acb\u7684 PredPol \u5df2\u7ecf\u8986\u76d6\u4e86\u5168\u7f8e\u4e0a\u767e\u4e2a\u5730\u533a\u7684\u8b66\u5c40\uff0c\u5728\u964d\u4f4e\u72af\u7f6a\u7387\u4e0a\u7ed9\u51fa\u4e86\u5f88\u5f3a\u52bf\u7684\u6570\u636e\u53cd\u9988\u3002<\/p>\n<p>PredPol \u7684\u4e1a\u52a1\u8bf4\u8d77\u6765\u6ca1\u90a3\u4e48\u795e\u79d8\u3002\u5b83\u7684\u57fa\u672c\u903b\u8f91\u662f\u6839\u636e\u8fc7\u5f80\u72af\u7f6a\u7387\u66f2\u7ebf\u548c\u4e0d\u65ad\u53d8\u5316\u7684\u72af\u7f6a\u4e8b\u4ef6\u65f6\u95f4\u3001\u5730\u70b9\u7b49\u6570\u636e\uff0c\u901a\u8fc7\u5927\u6570\u636e\u5206\u6790\u7b97\u6cd5\uff0c\u6765\u5f97\u51fa\u54ea\u4e2a\u8857\u533a\u72af\u7f6a\u4e8b\u4ef6\u9ad8\u53d1\u3001\u54ea\u6761\u8857\u9053\u62a2\u52ab\u4e8b\u4ef6\u8f83\u591a\u3001\u54ea\u4e2a\u65f6\u95f4\u6bb5\u57ce\u5e02\u6bd4\u8f83\u5371\u9669\u8fd9\u6837\u7684\u7ed3\u8bba\u3002\u518d\u901a\u8fc7\u8fd9\u4e9b\u7ed3\u8bba\uff0c\u6765\u6307\u5bfc\u8b66\u65b9\u8c03\u6574\u5de1\u903b\u8def\u7ebf\u548c\u5de1\u903b\u65f6\u95f4\uff0c\u628a\u66f4\u591a\u8b66\u529b\u6295\u5165\u5230\u72af\u7f6a\u7387\u504f\u9ad8\u7684\u65f6\u95f4\u5730\u70b9\u4e0a\u53bb\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-102754\" src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2018\/05\/11-6.jpg\" alt=\"\" width=\"600\" height=\"223\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2018\/05\/11-6.jpg 600w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2018\/05\/11-6-300x112.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p>\u8fd9\u597d\u50cf\u542c\u8d77\u6765\u4e5f\u6ca1\u4ec0\u4e48\uff0c\u4efb\u4f55\u8b66\u5458\u80af\u5b9a\u90fd\u77e5\u9053\u91cd\u70b9\u5de1\u903b\u8fd9\u4ef6\u4e8b\u3002\u4f46\u4ee5\u524d\u91cd\u70b9\u5de1\u903b\u9760\u7684\u662f\u4e2a\u4eba\u7ecf\u9a8c\uff0c\u800c\u4e14\u6574\u4e2a\u8b66\u961f\u96be\u4ee5\u7edf\u7b79\u534f\u8c03\u3002PredPol \u5728 6 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\u5206\u6790\u80fd\u529b\u6765\u8bbe\u5b9a\u66f4\u4e25\u5bc6\u7684\u5b89\u5168\u4fdd\u62a4\u673a\u5236\u3002<\/p>\n<p>\u5982\u679c\u89c9\u5f97\u5df2\u7ecf\u6295\u5165\u4f7f\u7528\u7684\u7cfb\u7edf\u4e0d\u591f\u795e\uff0c\u90a3\u6211\u4eec\u5e94\u8be5\u770b\u770b\u66f4\u524d\u6cbf\u7684\u7814\u7a76\u3002PredPol \u6700\u65e9\u5e76\u4e0d\u662f\u4e00\u4e2a\u8b66\u7528\u79d1\u6280\u521b\u4e1a\u9879\u76ee\uff0c\u800c\u662f\u4e24\u540d\u79d1\u5b66\u5bb6\u7684\u7814\u7a76\u6210\u679c\u3002\u7ad9\u5728 PredPol \u80cc\u540e\u7684\u5176\u4e2d\u4e00\u4e2a\u7537\u4eba\uff0c\u5c31\u662f\u52a0\u5dde\u5927\u5b66\u6d1b\u6749\u77f6\u5206\u6821\u7684\u6770\u592b\u00b7\u5e03\u5170\u6c40\u6c49\u59c6\u6559\u6388\uff0c\u4ed6\u662f\u4eca\u5929\u201c\u9884\u6d4b\u72af\u7f6a\u201d\u9886\u57df\u7684\u5148\u9a71\u548c\u4ee3\u8868\u4eba\u7269\u3002<\/p>\n<p>\u4e0d\u4e45\u4e4b\u524d\uff0c\u6770\u592b\u00b7\u5e03\u5170\u6c40\u6c49\u59c6\u56e2\u961f\u5728\u540d\u4e3a Partially Generative Neural Networks for Gang Crime Classification \u7684\u8bba\u6587\u4e2d\u63d0\u51fa\u4e86\u8fd9\u6837\u4e00\u79cd\u8bbe\u60f3\uff1a\u7528\u6df1\u5ea6\u5b66\u4e60\u7f51\u7edc\u6765\u8bc6\u522b\u5e2e\u6d3e\u72af\u7f6a\u7684\u7279\u5f81\uff0c\u4ece\u800c\u5c06\u5e2e\u6d3e\u5206\u5b50\u4ece\u4eba\u7fa4\u4e2d\u627e\u51fa\u6765\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong>\u4e8b\u60c5\u5230\u4e86\u8fd9\u91cc\uff0c\u5927\u6982\u6709\u4e00\u70b9\u201c\u79d1\u5e7b\u201d\u7684\u5473\u9053\u4e86\u3002<\/strong><\/div>\n<p>\u5728\u5e03\u5170\u6c40\u6c49\u59c6\u56e2\u961f\u7684\u7814\u7a76\u4e2d\uff0c\u4ed6\u4eec\u6536\u96c6\u4e86\u6d1b\u6749\u77f6\u8b66\u5c40 2014 \u5e74\u5230 2016 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class=\"aligncenter size-full wp-image-102755\" src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2018\/05\/11-7.jpg\" alt=\"\" width=\"600\" height=\"461\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2018\/05\/11-7.jpg 600w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2018\/05\/11-7-300x231.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" 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height=\"377\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2018\/05\/11-8.jpg 600w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2018\/05\/11-8-300x189.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p>\u66f4\u65e0\u5948\u7684\u662f\uff0c\u6280\u672f\u95ee\u9898\u8fd8\u4ec5\u4ec5\u662f\u8b66\u7528 AI \u79d1\u6280\u9762\u4e34\u7684\u7b2c\u4e00\u91cd\u56f0\u5883\u800c\u5df2\u3002\u5411\u4e0a\u4e00\u5c42\u5219\u4f1a\u649e\u4e0a\u975e\u5e38\u96be\u529e\u7684\u6b67\u89c6\u95ee\u9898\u548c\u9690\u79c1\u95ee\u9898\uff0c\u5728\u9053\u5fb7\u56f0\u5883\u9762\u524d\uff0c\u6280\u672f\u4f1a\u66f4\u52a0\u675f\u624b\u65e0\u7b56\u3002<\/p>\n<p>\u6bd4\u5982\u8bf4\u524d\u9762\u8bf4\u8fc7\u7684 AI 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