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2 年
SZU-AdvTech-2023/102-A-Novel-Open-Set-Clustering-Algorithm
DOS (Delta Open Set) 聚类算法能够识别复杂形状的簇,但是其对输入参数的依赖性大,且由于其通过特定函数生成规则邻域用于识别开集,导致DOS在处理重叠的集群和高斯集群时表现较差。本文复现的DOS-IN(Irregular Neighborhoods)聚类算法基于对象之间的相似度生成不 ...
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