{"title":"保留隐结构的正则化半监督度量学习","authors":"Qianying Wang, Ming Lu, Meng Li, Fei Guan","doi":"10.1142/S1469026821500139","DOIUrl":null,"url":null,"abstract":"Metric learning is a critical problem in classification. Most classifiers are based on a metric, the simplest one is the KNN classifier, whose outcome is directly decided by the given metric. This ...","PeriodicalId":422521,"journal":{"name":"Int. J. Comput. Intell. Appl.","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Regularized Semi-Supervised Metric Learning with Latent Structure Preserved\",\"authors\":\"Qianying Wang, Ming Lu, Meng Li, Fei Guan\",\"doi\":\"10.1142/S1469026821500139\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Metric learning is a critical problem in classification. Most classifiers are based on a metric, the simplest one is the KNN classifier, whose outcome is directly decided by the given metric. This ...\",\"PeriodicalId\":422521,\"journal\":{\"name\":\"Int. J. Comput. Intell. Appl.\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-06-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Int. J. Comput. Intell. Appl.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1142/S1469026821500139\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Int. J. Comput. Intell. Appl.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1142/S1469026821500139","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Regularized Semi-Supervised Metric Learning with Latent Structure Preserved
Metric learning is a critical problem in classification. Most classifiers are based on a metric, the simplest one is the KNN classifier, whose outcome is directly decided by the given metric. This ...
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